Dataset statistics
| Number of variables | 121 |
|---|---|
| Number of observations | 145 |
| Missing cells | 5283 |
| Missing cells (%) | 30.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 388.1 KiB |
| Average record size in memory | 2.7 KiB |
Variable types
| CAT | 59 |
|---|---|
| BOOL | 39 |
| NUM | 22 |
| UNSUPPORTED | 1 |
Reproduction
| Analysis started | 2020-02-27 19:43:38.343140 |
|---|---|
| Analysis finished | 2020-02-27 19:44:50.227308 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
ATCDs personnels ? Gestite is highly correlated with ATCDs personnels - Parite | High Correlation |
ATCDs personnels - Parite is highly correlated with ATCDs personnels ? Gestite and 1 other fields | High Correlation |
Echo - Nombre de lsions is highly correlated with IP | High Correlation |
IP is highly correlated with Echo - Nombre de lsions | High Correlation |
ki67 is highly correlated with ATCDs familiaux de cancer - Degre de parite | High Correlation |
ATCDs familiaux de cancer - Degre de parite is highly correlated with ki67 | High Correlation |
Chimio 2 - Nbre cures recues is highly correlated with ATCDs personnels - Contraception and 16 other fields | High Correlation |
ATCDs personnels - Contraception is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
CDD-Nodules is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
CDD-Sx inflammatoires is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
IMC is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
Clinicial taille Tm par mm is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
Clinicaal TNM par N is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
Echo-ADP axillaires is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
Examens Scintigraphie osseuse is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
Metastases is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
Metastases viscerale is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
Metastases Osseuses is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
RP% is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
ChimioTTT neo adjuvante - Nbre cures recues is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
Chirurgie -Examen clinique avant chirurgie- Taille is highly correlated with Echo - Micro calcifications and 3 other fields | High Correlation |
Echo - Micro calcifications is highly correlated with Chirurgie -Examen clinique avant chirurgie- Taille | High Correlation |
Bilan d extension Rx thorax echo hepatique is highly correlated with Chirurgie -Examen clinique avant chirurgie- Taille | High Correlation |
trt HERceptin is highly correlated with Chirurgie -Examen clinique avant chirurgie- Taille | High Correlation |
Biologie pre operatoire - Ca 15-3 is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
anapath piece taille tm en mm is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
Anapath piece pT is highly correlated with Chirurgie -Examen clinique avant chirurgie- Taille | High Correlation |
Anapath piece pM is highly correlated with Menopausee Depuis en annees | High Correlation |
Menopausee Depuis en annees is highly correlated with Anapath piece pM | High Correlation |
Rxttt is highly correlated with Chimio 2 - Nbre cures recues | High Correlation |
Rxttt dose is highly correlated with Rxttt Nb de seances | High Correlation |
Rxttt Nb de seances is highly correlated with Rxttt dose | High Correlation |
Decede is highly correlated with Vivant | High Correlation |
Vivant is highly correlated with Decede | High Correlation |
Recidive EVolution PDV is highly correlated with Anapath piece pN and 1 other fields | High Correlation |
Anapath piece pN is highly correlated with Recidive EVolution PDV | High Correlation |
Score de chevalier is highly correlated with Recidive EVolution PDV | High Correlation |
Survie sans recidive is highly correlated with Survie globale par mois | High Correlation |
Survie globale par mois is highly correlated with Survie sans recidive | High Correlation |
IP has 27 (18.6%) missing values | Missing |
Statut Marital has 23 (15.9%) missing values | Missing |
Origine has 25 (17.2%) missing values | Missing |
ATCDs personnels - Contraception has 31 (21.4%) missing values | Missing |
ATCDs personnels - Contraception - Typeÿ has 135 (93.1%) missing values | Missing |
ATCDs personnels - Contraception - Duree has 126 (86.9%) missing values | Missing |
ATCDs personnels - Parite has 39 (26.9%) missing values | Missing |
ATCDs personnels ? Gestite has 40 (27.6%) missing values | Missing |
ATCD personnels Cancer du sein has 2 (1.4%) missing values | Missing |
ATCD Cancer du sien - Localisation has 142 (97.9%) missing values | Missing |
Cancer du sein Traitement has 143 (98.6%) missing values | Missing |
ATCDs familiaux de cancer - Localisation de la Tm has 120 (82.8%) missing values | Missing |
ATCDs familiaux de cancer - Degre de parite has 119 (82.1%) missing values | Missing |
Menopausee has 2 (1.4%) missing values | Missing |
Menopausee Depuis en annees has 94 (64.8%) missing values | Missing |
Unnamed: 30 has 145 (100.0%) missing values | Missing |
Delai entre 1er symptome et le diagnostic par mois has 25 (17.2%) missing values | Missing |
Etat general OMS has 5 (3.4%) missing values | Missing |
Poids has 40 (27.6%) missing values | Missing |
Taille has 42 (29.0%) missing values | Missing |
IMC has 42 (29.0%) missing values | Missing |
Clinicial NB lesions S has 4 (2.8%) missing values | Missing |
Clinical localisation ADP has 142 (97.9%) missing values | Missing |
Clinicial taille Tm par mm has 36 (24.8%) missing values | Missing |
Clinical TNM par T has 13 (9.0%) missing values | Missing |
Clinicaal TNM par N has 33 (22.8%) missing values | Missing |
Clinicial -PEV has 21 (14.5%) missing values | Missing |
Echo - Nombre de lsions has 90 (62.1%) missing values | Missing |
Echo - Micro calcifications has 129 (89.0%) missing values | Missing |
Echo - ACR has 46 (31.7%) missing values | Missing |
Echo-ADP axillaires has 27 (18.6%) missing values | Missing |
Echo ADP axillaires NB has 67 (46.2%) missing values | Missing |
CA 15-3 initial U-ml has 86 (59.3%) missing values | Missing |
Bilan d extension Rx thorax echo hepatique has 2 (1.4%) missing values | Missing |
TDM cerebrale has 3 (2.1%) missing values | Missing |
Metastases - Uniques Multiples has 117 (80.7%) missing values | Missing |
Metastases -Diagnostic des meta avant chirurgie -apres chirurgie has 117 (80.7%) missing values | Missing |
SBR has 22 (15.2%) missing values | Missing |
Nombre de mitose 10 champ has 83 (57.2%) missing values | Missing |
HER 2 has 3 (2.1%) missing values | Missing |
RP% has 3 (2.1%) missing values | Missing |
RE% has 2 (1.4%) missing values | Missing |
ki67 has 115 (79.3%) missing values | Missing |
EV has 81 (55.9%) missing values | Missing |
trt HERceptin has 27 (18.6%) missing values | Missing |
ChimioTTT neo adjuvante - Protocoles et doses has 4 (2.8%) missing values | Missing |
ChimioTTT neo adjuvante - Nbre cures recues has 11 (7.6%) missing values | Missing |
ChimioTTT neo adjuvante -Toxicites has 17 (11.7%) missing values | Missing |
Chimio 2eme ligne has 2 (1.4%) missing values | Missing |
Chimio - Indication has 141 (97.2%) missing values | Missing |
Chimio 2- Protocole et doses has 142 (97.9%) missing values | Missing |
Chimio 2 - Nbre cures recues has 142 (97.9%) missing values | Missing |
Chimio 2 - Toxicite has 144 (99.3%) missing values | Missing |
Chirurgie -Examen clinique avant chirurgie- Taille has 141 (97.2%) missing values | Missing |
TNM has 134 (92.4%) missing values | Missing |
Biologie pre operatoire - Ca 15-3 has 138 (95.2%) missing values | Missing |
SI 1 precisez has 131 (90.3%) missing values | Missing |
Anapath piece type histo has 40 (27.6%) missing values | Missing |
anapath piece taille tm en mm has 13 (9.0%) missing values | Missing |
Anapath NB Gg envahis has 3 (2.1%) missing values | Missing |
Anapath piece SBR has 53 (36.6%) missing values | Missing |
Anapath piece marges d exrese has 2 (1.4%) missing values | Missing |
Anapath piece EV has 46 (31.7%) missing values | Missing |
Anapath piece EPN has 64 (44.1%) missing values | Missing |
Anapath piece pT has 93 (64.1%) missing values | Missing |
Anapath piece pN has 95 (65.5%) missing values | Missing |
Anapath piece pM has 132 (91.0%) missing values | Missing |
Score de Sataloff Gg has 39 (26.9%) missing values | Missing |
Score de chevalier has 110 (75.9%) missing values | Missing |
Rxttt indication has 5 (3.4%) missing values | Missing |
Rxttt site d irradiation has 10 (6.9%) missing values | Missing |
Rxttt Nb de seances has 12 (8.3%) missing values | Missing |
Rxttt dose has 12 (8.3%) missing values | Missing |
Hormonottt 1-0 has 3 (2.1%) missing values | Missing |
Hormonottt protocole has 40 (27.6%) missing values | Missing |
Hormonottt dose mg has 40 (27.6%) missing values | Missing |
Reponse au ttt has 2 (1.4%) missing values | Missing |
Vivant has 7 (4.8%) missing values | Missing |
Decede has 7 (4.8%) missing values | Missing |
Evolution Recidive has 8 (5.5%) missing values | Missing |
Recidive siege has 110 (75.9%) missing values | Missing |
Recidive trt has 124 (85.5%) missing values | Missing |
Recidive EVolution PDV has 133 (91.7%) missing values | Missing |
Recidive evolution deces ou 0 has 144 (99.3%) missing values | Missing |
Remissions ou en cours de trt has 143 (98.6%) missing values | Missing |
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysis | Rejected |
ATCDs personnels - Parite has 28 (19.3%) zeros | Zeros |
ATCDs personnels ? Gestite has 28 (19.3%) zeros | Zeros |
RP% has 55 (37.9%) zeros | Zeros |
RE% has 35 (24.1%) zeros | Zeros |
anapath piece taille tm en mm has 39 (26.9%) zeros | Zeros |
Anapath NB Gg envahis has 68 (46.9%) zeros | Zeros |
Nom
Categorical
| Distinct count | 20 |
|---|---|
| Unique (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| B | |
|---|---|
| E | |
| A | |
| S | |
| M | 11 |
| Other values (15) |
| Value | Count | Frequency (%) | |
| B | 25 | 17.2% | |
| E | 23 | 15.9% | |
| A | 17 | 11.7% | |
| S | 13 | 9.0% | |
| M | 11 | 7.6% | |
| L | 11 | 7.6% | |
| H | 10 | 6.9% | |
| K | 7 | 4.8% | |
| Z | 4 | 2.8% | |
| J | 4 | 2.8% | |
| Other values (10) | 20 | 13.8% |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.006896552 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 19 | 95.0% | |
| Space_Separator | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| Latin | 19 | 95.0% | |
| Common | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| ASCII | 20 | 100.0% |
Prenom
Categorical
| Distinct count | 18 |
|---|---|
| Unique (%) | 12.5% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Memory size | 1.3 KiB |
| F | |
|---|---|
| H | |
| A | |
| S | |
| M | 10 |
| Other values (13) |
| Value | Count | Frequency (%) | |
| F | 34 | 23.4% | |
| H | 16 | 11.0% | |
| A | 14 | 9.7% | |
| S | 13 | 9.0% | |
| M | 10 | 6.9% | |
| Z | 8 | 5.5% | |
| T | 8 | 5.5% | |
| Y | 7 | 4.8% | |
| R | 7 | 4.8% | |
| K | 7 | 4.8% | |
| Other values (8) | 20 | 13.8% |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.013793103 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 18 | 90.0% | |
| Lowercase_Letter | 2 | 10.0% |
| Value | Count | Frequency (%) | |
| Latin | 20 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 20 | 100.0% |
| Distinct count | 118 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 27 |
| Missing (%) | 18.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 128195.6864 |
|---|---|
| Minimum | 302 |
| Maximum | 922889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 302 |
|---|---|
| 5-th percentile | 20264.2 |
| Q1 | 69277.5 |
| median | 122402 |
| Q3 | 170129.25 |
| 95-th percentile | 219851.25 |
| Maximum | 922889 |
| Range | 922587 |
| Interquartile range (IQR) | 100851.75 |
Descriptive statistics
| Standard deviation | 96509.86797 |
|---|---|
| Coefficient of variation (CV) | 0.7528324131 |
| Kurtosis | 38.67522339 |
| Mean | 128195.6864 |
| Median Absolute Deviation (MAD) | 59340.2913 |
| Skewness | 4.74901144 |
| Sum | 15127091 |
| Variance | 9314154615 |
| Value | Count | Frequency (%) | |
| 187839 | 1 | 0.7% | |
| 65256 | 1 | 0.7% | |
| 134642 | 1 | 0.7% | |
| 129507 | 1 | 0.7% | |
| 149391 | 1 | 0.7% | |
| 160412 | 1 | 0.7% | |
| 139728 | 1 | 0.7% | |
| 120877 | 1 | 0.7% | |
| 84274 | 1 | 0.7% | |
| 70281 | 1 | 0.7% | |
| Other values (108) | 108 | 74.5% | |
| (Missing) | 27 | 18.6% |
| Value | Count | Frequency (%) | |
| 302 | 1 | 0.7% | |
| 997 | 1 | 0.7% | |
| 1283 | 1 | 0.7% | |
| 1792 | 1 | 0.7% | |
| 3196 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 922889 | 1 | 0.7% | |
| 257151 | 1 | 0.7% | |
| 227280 | 1 | 0.7% | |
| 223466 | 1 | 0.7% | |
| 222660 | 1 | 0.7% |
Age
Real number (ℝ≥0)
| Distinct count | 48 |
|---|---|
| Unique (%) | 33.3% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.65972222 |
|---|---|
| Minimum | 23 |
| Maximum | 79 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 31.15 |
| Q1 | 42.75 |
| median | 49 |
| Q3 | 57.25 |
| 95-th percentile | 68.85 |
| Maximum | 79 |
| Range | 56 |
| Interquartile range (IQR) | 14.5 |
Descriptive statistics
| Standard deviation | 11.04229833 |
|---|---|
| Coefficient of variation (CV) | 0.2223592448 |
| Kurtosis | -0.06685642983 |
| Mean | 49.65972222 |
| Median Absolute Deviation (MAD) | 8.724151235 |
| Skewness | 0.2192963284 |
| Sum | 7151 |
| Variance | 121.9323524 |
| Value | Count | Frequency (%) | |
| 46 | 11 | 7.6% | |
| 49 | 8 | 5.5% | |
| 53 | 8 | 5.5% | |
| 59 | 6 | 4.1% | |
| 51 | 6 | 4.1% | |
| 43 | 5 | 3.4% | |
| 60 | 5 | 3.4% | |
| 41 | 5 | 3.4% | |
| 48 | 5 | 3.4% | |
| 57 | 5 | 3.4% | |
| Other values (38) | 80 | 55.2% |
| Value | Count | Frequency (%) | |
| 23 | 1 | 0.7% | |
| 28 | 2 | 1.4% | |
| 29 | 2 | 1.4% | |
| 30 | 1 | 0.7% | |
| 31 | 2 | 1.4% |
| Value | Count | Frequency (%) | |
| 79 | 1 | 0.7% | |
| 76 | 2 | 1.4% | |
| 75 | 1 | 0.7% | |
| 73 | 1 | 0.7% | |
| 71 | 1 | 0.7% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.3% |
| Missing | 23 |
| Missing (%) | 15.9% |
| Memory size | 1.3 KiB |
| Mariee | |
|---|---|
| Celibataire | |
| Veuve | 3 |
| Divorcee | 2 |
| Value | Count | Frequency (%) | |
| Mariee | 88 | 60.7% | |
| Celibataire | 29 | 20.0% | |
| Veuve | 3 | 2.1% | |
| Divorcee | 2 | 1.4% | |
| (Missing) | 23 | 15.9% |
Length
| Max length | 11 |
|---|---|
| Mean length | 6.531034483 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 12 | 75.0% | |
| Uppercase_Letter | 4 | 25.0% |
| Value | Count | Frequency (%) | |
| Latin | 16 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 16 | 100.0% |
| Distinct count | 8 |
|---|---|
| Unique (%) | 6.7% |
| Missing | 25 |
| Missing (%) | 17.2% |
| Memory size | 1.3 KiB |
| Nador | |
|---|---|
| Oujda | |
| Berkane | |
| Taourirt | |
| Guercif | |
| Other values (3) | 7 |
| Value | Count | Frequency (%) | |
| Nador | 40 | 27.6% | |
| Oujda | 36 | 24.8% | |
| Berkane | 18 | 12.4% | |
| Taourirt | 10 | 6.9% | |
| Guercif | 9 | 6.2% | |
| Laayoune | 3 | 2.1% | |
| Jerada | 3 | 2.1% | |
| TAZA | 1 | 0.7% | |
| (Missing) | 25 | 17.2% |
Length
| Max length | 8 |
|---|---|
| Mean length | 5.310344828 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 14 | 60.9% | |
| Uppercase_Letter | 9 | 39.1% |
| Value | Count | Frequency (%) | |
| Latin | 23 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 23 | 100.0% |
ATCDs personnels ? Diabete
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 14 |
| Value | Count | Frequency (%) | |
| 0 | 131 | 90.3% | |
| 1 | 14 | 9.7% |
ATCDs personnels - HTAÿ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 17 |
| Value | Count | Frequency (%) | |
| 0 | 128 | 88.3% | |
| 1 | 17 | 11.7% |
ATCDs personnels - Dyslipidemie
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 140 | 96.6% | |
| 1 | 5 | 3.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.8% |
| Missing | 31 |
| Missing (%) | 21.4% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 65 | 44.8% | |
| 1 | 49 | 33.8% | |
| (Missing) | 31 | 21.4% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 10.0% |
| Missing | 135 |
| Missing (%) | 93.1% |
| Memory size | 1.3 KiB |
| op |
|---|
| Value | Count | Frequency (%) | |
| op | 10 | 6.9% | |
| (Missing) | 135 | 93.1% |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.931034483 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
| Distinct count | 12 |
|---|---|
| Unique (%) | 63.2% |
| Missing | 126 |
| Missing (%) | 86.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.73684211 |
|---|---|
| Minimum | 2 |
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 15 |
| Q3 | 15.5 |
| 95-th percentile | 20.3 |
| Maximum | 23 |
| Range | 21 |
| Interquartile range (IQR) | 10.5 |
Descriptive statistics
| Standard deviation | 6.805570474 |
|---|---|
| Coefficient of variation (CV) | 0.5798468117 |
| Kurtosis | -1.277503013 |
| Mean | 11.73684211 |
| Median Absolute Deviation (MAD) | 5.855955679 |
| Skewness | -0.1312885914 |
| Sum | 223 |
| Variance | 46.31578947 |
| Value | Count | Frequency (%) | |
| 15 | 5 | 3.4% | |
| 20 | 2 | 1.4% | |
| 2 | 2 | 1.4% | |
| 3 | 2 | 1.4% | |
| 9 | 1 | 0.7% | |
| 10 | 1 | 0.7% | |
| 4 | 1 | 0.7% | |
| 6 | 1 | 0.7% | |
| 16 | 1 | 0.7% | |
| 19 | 1 | 0.7% | |
| Other values (2) | 2 | 1.4% | |
| (Missing) | 126 | 86.9% |
| Value | Count | Frequency (%) | |
| 2 | 2 | 1.4% | |
| 3 | 2 | 1.4% | |
| 4 | 1 | 0.7% | |
| 6 | 1 | 0.7% | |
| 9 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 23 | 1 | 0.7% | |
| 20 | 2 | 1.4% | |
| 19 | 1 | 0.7% | |
| 16 | 1 | 0.7% | |
| 15 | 5 | 3.4% |
| Distinct count | 11 |
|---|---|
| Unique (%) | 10.4% |
| Missing | 39 |
| Missing (%) | 26.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.726415094 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 28 |
| Zeros (%) | 19.3% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.5 |
| Q3 | 4 |
| 95-th percentile | 7.75 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.561744268 |
|---|---|
| Coefficient of variation (CV) | 0.9396017037 |
| Kurtosis | 1.689601619 |
| Mean | 2.726415094 |
| Median Absolute Deviation (MAD) | 1.971698113 |
| Skewness | 1.145977807 |
| Sum | 289 |
| Variance | 6.562533693 |
| Value | Count | Frequency (%) | |
| 0 | 28 | 19.3% | |
| 3 | 21 | 14.5% | |
| 2 | 15 | 10.3% | |
| 4 | 12 | 8.3% | |
| 1 | 10 | 6.9% | |
| 5 | 6 | 4.1% | |
| 7 | 5 | 3.4% | |
| 6 | 3 | 2.1% | |
| 8 | 3 | 2.1% | |
| 9 | 2 | 1.4% | |
| (Missing) | 39 | 26.9% |
| Value | Count | Frequency (%) | |
| 0 | 28 | 19.3% | |
| 1 | 10 | 6.9% | |
| 2 | 15 | 10.3% | |
| 3 | 21 | 14.5% | |
| 4 | 12 | 8.3% |
| Value | Count | Frequency (%) | |
| 13 | 1 | 0.7% | |
| 9 | 2 | 1.4% | |
| 8 | 3 | 2.1% | |
| 7 | 5 | 3.4% | |
| 6 | 3 | 2.1% |
| Distinct count | 12 |
|---|---|
| Unique (%) | 11.4% |
| Missing | 40 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.933333333 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 28 |
| Zeros (%) | 19.3% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 7.8 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.725473377 |
|---|---|
| Coefficient of variation (CV) | 0.9291386512 |
| Kurtosis | 1.073292781 |
| Mean | 2.933333333 |
| Median Absolute Deviation (MAD) | 2.126984127 |
| Skewness | 1.001028302 |
| Sum | 308 |
| Variance | 7.428205128 |
| Value | Count | Frequency (%) | |
| 0 | 28 | 19.3% | |
| 3 | 18 | 12.4% | |
| 2 | 13 | 9.0% | |
| 4 | 12 | 8.3% | |
| 1 | 9 | 6.2% | |
| 5 | 7 | 4.8% | |
| 7 | 7 | 4.8% | |
| 6 | 5 | 3.4% | |
| 8 | 3 | 2.1% | |
| 11 | 1 | 0.7% | |
| Other values (2) | 2 | 1.4% | |
| (Missing) | 40 | 27.6% |
| Value | Count | Frequency (%) | |
| 0 | 28 | 19.3% | |
| 1 | 9 | 6.2% | |
| 2 | 13 | 9.0% | |
| 3 | 18 | 12.4% | |
| 4 | 12 | 8.3% |
| Value | Count | Frequency (%) | |
| 13 | 1 | 0.7% | |
| 11 | 1 | 0.7% | |
| 9 | 1 | 0.7% | |
| 8 | 3 | 2.1% | |
| 7 | 7 | 4.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 2 |
| Missing (%) | 1.4% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 4 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 139 | 95.9% | |
| 1 | 4 | 2.8% | |
| (Missing) | 2 | 1.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 66.7% |
| Missing | 142 |
| Missing (%) | 97.9% |
| Memory size | 1.3 KiB |
| D | |
|---|---|
| G |
| Value | Count | Frequency (%) | |
| D | 2 | 1.4% | |
| G | 1 | 0.7% | |
| (Missing) | 142 | 97.9% |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.95862069 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 2 | 50.0% | |
| Lowercase_Letter | 2 | 50.0% |
| Value | Count | Frequency (%) | |
| Latin | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 50.0% |
| Missing | 143 |
| Missing (%) | 98.6% |
| Memory size | 1.3 KiB |
| Tumerectomie |
|---|
| Value | Count | Frequency (%) | |
| Tumerectomie | 2 | 1.4% | |
| (Missing) | 143 | 98.6% |
Length
| Max length | 12 |
|---|---|
| Mean length | 3.124137931 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 90.9% | |
| Uppercase_Letter | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Latin | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
ATCD Autres cancers
Boolean
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 144 | 99.3% | |
| (Missing) | 1 | 0.7% |
ATCDs familiaux de cancer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 117 | 80.7% | |
| 1 | 27 | 18.6% | |
| (Missing) | 1 | 0.7% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 24.0% |
| Missing | 120 |
| Missing (%) | 82.8% |
| Memory size | 1.3 KiB |
| sein | |
|---|---|
| Sein | |
| poumon | 1 |
| ORL | 1 |
| sang | 1 |
| Value | Count | Frequency (%) | |
| sein | 14 | 9.7% | |
| Sein | 7 | 4.8% | |
| poumon | 1 | 0.7% | |
| ORL | 1 | 0.7% | |
| sang | 1 | 0.7% | |
| COLON | 1 | 0.7% | |
| (Missing) | 120 | 82.8% |
Length
| Max length | 6 |
|---|---|
| Mean length | 3.186206897 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 62.5% | |
| Uppercase_Letter | 6 | 37.5% |
| Value | Count | Frequency (%) | |
| Latin | 16 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 16 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 7.7% |
| Missing | 119 |
| Missing (%) | 82.1% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 2 |
| Value | Count | Frequency (%) | |
| 1 | 17 | 11.7% | |
| 2 | 9 | 6.2% | |
| (Missing) | 119 | 82.1% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 50.0% | |
| Lowercase_Letter | 2 | 33.3% | |
| Other_Punctuation | 1 | 16.7% |
| Value | Count | Frequency (%) | |
| Common | 4 | 66.7% | |
| Latin | 2 | 33.3% |
| Value | Count | Frequency (%) | |
| ASCII | 6 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 2 |
| Missing (%) | 1.4% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 82 | 56.6% | |
| 1 | 61 | 42.1% | |
| (Missing) | 2 | 1.4% |
| Distinct count | 19 |
|---|---|
| Unique (%) | 37.3% |
| Missing | 94 |
| Missing (%) | 64.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.647058824 |
|---|---|
| Minimum | 1 |
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 8 |
| Q3 | 15 |
| 95-th percentile | 23.5 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.799547498 |
|---|---|
| Coefficient of variation (CV) | 0.8084896797 |
| Kurtosis | -0.2335139871 |
| Mean | 9.647058824 |
| Median Absolute Deviation (MAD) | 6.461361015 |
| Skewness | 0.8137014422 |
| Sum | 492 |
| Variance | 60.83294118 |
| Value | Count | Frequency (%) | |
| 1 | 7 | 4.8% | |
| 5 | 7 | 4.8% | |
| 10 | 4 | 2.8% | |
| 15 | 4 | 2.8% | |
| 2 | 4 | 2.8% | |
| 3 | 3 | 2.1% | |
| 22 | 3 | 2.1% | |
| 20 | 2 | 1.4% | |
| 14 | 2 | 1.4% | |
| 9 | 2 | 1.4% | |
| Other values (9) | 13 | 9.0% | |
| (Missing) | 94 | 64.8% |
| Value | Count | Frequency (%) | |
| 1 | 7 | 4.8% | |
| 2 | 4 | 2.8% | |
| 3 | 3 | 2.1% | |
| 4 | 2 | 1.4% | |
| 5 | 7 | 4.8% |
| Value | Count | Frequency (%) | |
| 30 | 1 | 0.7% | |
| 27 | 1 | 0.7% | |
| 25 | 1 | 0.7% | |
| 22 | 3 | 2.1% | |
| 20 | 2 | 1.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 0 | 17 |
| Value | Count | Frequency (%) | |
| 1 | 128 | 88.3% | |
| 0 | 17 | 11.7% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 22 |
| Value | Count | Frequency (%) | |
| 0 | 123 | 84.8% | |
| 1 | 22 | 15.2% |
CDD-Ecoulement mamelonaire
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 9 |
| Value | Count | Frequency (%) | |
| 0 | 136 | 93.8% | |
| 1 | 9 | 6.2% |
CDD-ADP
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 7 |
| Value | Count | Frequency (%) | |
| 0 | 138 | 95.2% | |
| 1 | 7 | 4.8% |
CDD- Depistage
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 144 | 99.3% | |
| 1 | 1 | 0.7% |
CDD-DLR
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 119 | 82.1% | |
| 1 | 26 | 17.9% |
| Distinct count | 18 |
|---|---|
| Unique (%) | 15.0% |
| Missing | 25 |
| Missing (%) | 17.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.925 |
|---|---|
| Minimum | 0 |
| Maximum | 60 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 24.6 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 11.22659096 |
|---|---|
| Coefficient of variation (CV) | 1.416604537 |
| Kurtosis | 7.465216043 |
| Mean | 7.925 |
| Median Absolute Deviation (MAD) | 7.456666667 |
| Skewness | 2.664587467 |
| Sum | 951 |
| Variance | 126.0363445 |
| Value | Count | Frequency (%) | |
| 1 | 27 | 18.6% | |
| 2 | 20 | 13.8% | |
| 6 | 12 | 8.3% | |
| 3 | 11 | 7.6% | |
| 12 | 10 | 6.9% | |
| 4 | 9 | 6.2% | |
| 24 | 8 | 5.5% | |
| 5 | 7 | 4.8% | |
| 48 | 4 | 2.8% | |
| 10 | 3 | 2.1% | |
| Other values (8) | 9 | 6.2% | |
| (Missing) | 25 | 17.2% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.7% | |
| 1 | 27 | 18.6% | |
| 2 | 20 | 13.8% | |
| 3 | 11 | 7.6% | |
| 4 | 9 | 6.2% |
| Value | Count | Frequency (%) | |
| 60 | 1 | 0.7% | |
| 48 | 4 | 2.8% | |
| 36 | 1 | 0.7% | |
| 24 | 8 | 5.5% | |
| 18 | 1 | 0.7% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.9% |
| Missing | 5 |
| Missing (%) | 3.4% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 0 | |
| 3 | 2 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 1 | 77 | 53.1% | |
| 0 | 60 | 41.4% | |
| 3 | 2 | 1.4% | |
| 2 | 1 | 0.7% | |
| (Missing) | 5 | 3.4% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 57.1% | |
| Lowercase_Letter | 2 | 28.6% | |
| Other_Punctuation | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| Common | 5 | 71.4% | |
| Latin | 2 | 28.6% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
| Distinct count | 45 |
|---|---|
| Unique (%) | 42.9% |
| Missing | 40 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.19047619 |
|---|---|
| Minimum | 37 |
| Maximum | 107 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 48.2 |
| Q1 | 59 |
| median | 66 |
| Q3 | 79 |
| 95-th percentile | 93.4 |
| Maximum | 107 |
| Range | 70 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.72314716 |
|---|---|
| Coefficient of variation (CV) | 0.2127915281 |
| Kurtosis | -0.2574329592 |
| Mean | 69.19047619 |
| Median Absolute Deviation (MAD) | 12.11519274 |
| Skewness | 0.3685909209 |
| Sum | 7265 |
| Variance | 216.7710623 |
| Value | Count | Frequency (%) | |
| 75 | 7 | 4.8% | |
| 60 | 6 | 4.1% | |
| 85 | 6 | 4.1% | |
| 65 | 6 | 4.1% | |
| 63 | 6 | 4.1% | |
| 58 | 5 | 3.4% | |
| 74 | 4 | 2.8% | |
| 66 | 4 | 2.8% | |
| 80 | 4 | 2.8% | |
| 90 | 3 | 2.1% | |
| Other values (35) | 54 | 37.2% | |
| (Missing) | 40 | 27.6% |
| Value | Count | Frequency (%) | |
| 37 | 1 | 0.7% | |
| 42 | 1 | 0.7% | |
| 45 | 1 | 0.7% | |
| 47 | 1 | 0.7% | |
| 48 | 2 | 1.4% |
| Value | Count | Frequency (%) | |
| 107 | 1 | 0.7% | |
| 105 | 1 | 0.7% | |
| 104 | 1 | 0.7% | |
| 99 | 2 | 1.4% | |
| 94 | 1 | 0.7% |
| Distinct count | 33 |
|---|---|
| Unique (%) | 32.0% |
| Missing | 42 |
| Missing (%) | 29.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.05184466 |
|---|---|
| Minimum | 1.4 |
| Maximum | 159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 1.4 |
|---|---|
| 5-th percentile | 1.47 |
| Q1 | 1.55 |
| median | 1.6 |
| Q3 | 1.65 |
| 95-th percentile | 1.748 |
| Maximum | 159 |
| Range | 157.6 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 25.87226654 |
|---|---|
| Coefficient of variation (CV) | 4.275104203 |
| Kurtosis | 30.96061789 |
| Mean | 6.05184466 |
| Median Absolute Deviation (MAD) | 8.657174097 |
| Skewness | 5.687152092 |
| Sum | 623.34 |
| Variance | 669.374176 |
| Value | Count | Frequency (%) | |
| 1.65 | 9 | 6.2% | |
| 1.64 | 8 | 5.5% | |
| 1.6 | 8 | 5.5% | |
| 1.57 | 8 | 5.5% | |
| 1.5 | 8 | 5.5% | |
| 1.58 | 6 | 4.1% | |
| 1.56 | 6 | 4.1% | |
| 1.7 | 4 | 2.8% | |
| 1.53 | 3 | 2.1% | |
| 1.52 | 3 | 2.1% | |
| Other values (23) | 40 | 27.6% | |
| (Missing) | 42 | 29.0% |
| Value | Count | Frequency (%) | |
| 1.4 | 1 | 0.7% | |
| 1.43 | 1 | 0.7% | |
| 1.45 | 2 | 1.4% | |
| 1.46 | 1 | 0.7% | |
| 1.47 | 2 | 1.4% |
| Value | Count | Frequency (%) | |
| 159 | 1 | 0.7% | |
| 153 | 1 | 0.7% | |
| 152 | 1 | 0.7% | |
| 1.8 | 2 | 1.4% | |
| 1.75 | 1 | 0.7% |
| Distinct count | 56 |
|---|---|
| Unique (%) | 54.4% |
| Missing | 42 |
| Missing (%) | 29.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.69320388 |
|---|---|
| Minimum | 17 |
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 19.01 |
| Q1 | 23.15 |
| median | 26.6 |
| Q3 | 30 |
| 95-th percentile | 36 |
| Maximum | 40 |
| Range | 23 |
| Interquartile range (IQR) | 6.85 |
Descriptive statistics
| Standard deviation | 5.019281687 |
|---|---|
| Coefficient of variation (CV) | 0.1880359401 |
| Kurtosis | -0.1797027507 |
| Mean | 26.69320388 |
| Median Absolute Deviation (MAD) | 4.031972853 |
| Skewness | 0.3555939219 |
| Sum | 2749.4 |
| Variance | 25.19318865 |
| Value | Count | Frequency (%) | |
| 30 | 9 | 6.2% | |
| 27 | 9 | 6.2% | |
| 24 | 5 | 3.4% | |
| 33 | 4 | 2.8% | |
| 26 | 4 | 2.8% | |
| 25 | 4 | 2.8% | |
| 21 | 4 | 2.8% | |
| 29 | 4 | 2.8% | |
| 32 | 3 | 2.1% | |
| 36 | 3 | 2.1% | |
| Other values (46) | 54 | 37.2% | |
| (Missing) | 42 | 29.0% |
| Value | Count | Frequency (%) | |
| 17 | 2 | 1.4% | |
| 18 | 2 | 1.4% | |
| 18.7 | 1 | 0.7% | |
| 18.9 | 1 | 0.7% | |
| 20 | 3 | 2.1% |
| Value | Count | Frequency (%) | |
| 40 | 1 | 0.7% | |
| 39 | 1 | 0.7% | |
| 38 | 1 | 0.7% | |
| 37 | 1 | 0.7% | |
| 36 | 3 | 2.1% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 2 | 6 |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 1 | 133 | 91.7% | |
| 2 | 6 | 4.1% | |
| 3 | 2 | 1.4% | |
| (Missing) | 4 | 2.8% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 57.1% | |
| Lowercase_Letter | 2 | 28.6% | |
| Other_Punctuation | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| Common | 5 | 71.4% | |
| Latin | 2 | 28.6% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
Clinical Localisation SEIN
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| D | |
|---|---|
| G | |
| D,G | 4 |
| Value | Count | Frequency (%) | |
| D | 71 | 49.0% | |
| G | 70 | 48.3% | |
| D,G | 4 | 2.8% |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.537931034 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 2 | 50.0% | |
| Space_Separator | 1 | 25.0% | |
| Other_Punctuation | 1 | 25.0% |
| Value | Count | Frequency (%) | |
| Latin | 2 | 50.0% | |
| Common | 2 | 50.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 66.7% |
| Missing | 142 |
| Missing (%) | 97.9% |
| Memory size | 1.3 KiB |
| AX D | |
|---|---|
| AX G |
| Value | Count | Frequency (%) | |
| AX D | 2 | 1.4% | |
| AX G | 1 | 0.7% | |
| (Missing) | 142 | 97.9% |
Length
| Max length | 5 |
|---|---|
| Mean length | 3.04137931 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 4 | 57.1% | |
| Lowercase_Letter | 2 | 28.6% | |
| Space_Separator | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| Latin | 6 | 85.7% | |
| Common | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 11.9% |
| Missing | 36 |
| Missing (%) | 24.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.64220183 |
|---|---|
| Minimum | 20 |
| Maximum | 130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 40 |
| median | 50 |
| Q3 | 70 |
| 95-th percentile | 100 |
| Maximum | 130 |
| Range | 110 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 24.4958511 |
|---|---|
| Coefficient of variation (CV) | 0.4402387089 |
| Kurtosis | 0.4475636723 |
| Mean | 55.64220183 |
| Median Absolute Deviation (MAD) | 19.56148472 |
| Skewness | 0.8883676176 |
| Sum | 6065 |
| Variance | 600.046721 |
| Value | Count | Frequency (%) | |
| 40 | 21 | 14.5% | |
| 50 | 20 | 13.8% | |
| 30 | 15 | 10.3% | |
| 60 | 12 | 8.3% | |
| 80 | 11 | 7.6% | |
| 70 | 10 | 6.9% | |
| 100 | 6 | 4.1% | |
| 20 | 5 | 3.4% | |
| 120 | 3 | 2.1% | |
| 90 | 2 | 1.4% | |
| Other values (3) | 4 | 2.8% | |
| (Missing) | 36 | 24.8% |
| Value | Count | Frequency (%) | |
| 20 | 5 | 3.4% | |
| 25 | 2 | 1.4% | |
| 30 | 15 | 10.3% | |
| 40 | 21 | 14.5% | |
| 50 | 20 | 13.8% |
| Value | Count | Frequency (%) | |
| 130 | 1 | 0.7% | |
| 120 | 3 | 2.1% | |
| 100 | 6 | 4.1% | |
| 90 | 2 | 1.4% | |
| 80 | 11 | 7.6% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.0% |
| Missing | 13 |
| Missing (%) | 9.0% |
| Memory size | 1.3 KiB |
| 4 | |
|---|---|
| 3 | 10 |
| 2 | 8 |
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 4 | 113 | 77.9% | |
| 3 | 10 | 6.9% | |
| 2 | 8 | 5.5% | |
| 1 | 1 | 0.7% | |
| (Missing) | 13 | 9.0% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 5 | 62.5% | |
| Lowercase_Letter | 2 | 25.0% | |
| Other_Punctuation | 1 | 12.5% |
| Value | Count | Frequency (%) | |
| Common | 6 | 75.0% | |
| Latin | 2 | 25.0% |
| Value | Count | Frequency (%) | |
| ASCII | 8 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.6% |
| Missing | 33 |
| Missing (%) | 22.8% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 10 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 1 | 58 | 40.0% | |
| 0 | 43 | 29.7% | |
| 2 | 10 | 6.9% | |
| 3 | 1 | 0.7% | |
| (Missing) | 33 | 22.8% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 57.1% | |
| Lowercase_Letter | 2 | 28.6% | |
| Other_Punctuation | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| Common | 5 | 71.4% | |
| Latin | 2 | 28.6% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.6% |
| Missing | 21 |
| Missing (%) | 14.5% |
| Memory size | 1.3 KiB |
| 2 | |
|---|---|
| 0 | 13 |
| Value | Count | Frequency (%) | |
| 2 | 111 | 76.6% | |
| 0 | 13 | 9.0% | |
| (Missing) | 21 | 14.5% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 40.0% | |
| Lowercase_Letter | 2 | 40.0% | |
| Other_Punctuation | 1 | 20.0% |
| Value | Count | Frequency (%) | |
| Common | 3 | 60.0% | |
| Latin | 2 | 40.0% |
| Value | Count | Frequency (%) | |
| ASCII | 5 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 3.6% |
| Missing | 90 |
| Missing (%) | 62.1% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 1 | 54 | 37.2% | |
| 2 | 1 | 0.7% | |
| (Missing) | 90 | 62.1% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 50.0% | |
| Lowercase_Letter | 2 | 33.3% | |
| Other_Punctuation | 1 | 16.7% |
| Value | Count | Frequency (%) | |
| Common | 4 | 66.7% | |
| Latin | 2 | 33.3% |
| Value | Count | Frequency (%) | |
| ASCII | 6 | 100.0% |
Echo - Localisation
Categorical
| Distinct count | 28 |
|---|---|
| Unique (%) | 19.4% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Memory size | 1.3 KiB |
| Sein D | |
|---|---|
| Sein G | |
| QSE Sein D | |
| QSE Sein G | |
| QSI Sein D | 5 |
| Other values (23) |
| Value | Count | Frequency (%) | |
| Sein D | 31 | 21.4% | |
| Sein G | 29 | 20.0% | |
| QSE Sein D | 18 | 12.4% | |
| QSE Sein G | 16 | 11.0% | |
| QSI Sein D | 5 | 3.4% | |
| J QSE/QSI Sein G | 5 | 3.4% | |
| J QSE/QIE Sein D | 4 | 2.8% | |
| QIE Sein G | 4 | 2.8% | |
| retrom Sein G | 3 | 2.1% | |
| QS Sein G | 3 | 2.1% | |
| Other values (18) | 26 | 17.9% |
Length
| Max length | 16 |
|---|---|
| Mean length | 9.268965517 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 9 | 50.0% | |
| Uppercase_Letter | 7 | 38.9% | |
| Space_Separator | 1 | 5.6% | |
| Other_Punctuation | 1 | 5.6% |
| Value | Count | Frequency (%) | |
| Latin | 16 | 88.9% | |
| Common | 2 | 11.1% |
| Value | Count | Frequency (%) | |
| ASCII | 18 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 12.5% |
| Missing | 129 |
| Missing (%) | 89.0% |
| Memory size | 1.3 KiB |
| 0 | 12 |
|---|---|
| 1 | 4 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 12 | 8.3% | |
| 1 | 4 | 2.8% | |
| (Missing) | 129 | 89.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 4.0% |
| Missing | 46 |
| Missing (%) | 31.7% |
| Memory size | 1.3 KiB |
| 5 | |
|---|---|
| 4 | |
| 3 | 2 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 5 | 58 | 40.0% | |
| 4 | 38 | 26.2% | |
| 3 | 2 | 1.4% | |
| 2 | 1 | 0.7% | |
| (Missing) | 46 | 31.7% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 5 | 62.5% | |
| Lowercase_Letter | 2 | 25.0% | |
| Other_Punctuation | 1 | 12.5% |
| Value | Count | Frequency (%) | |
| Common | 6 | 75.0% | |
| Latin | 2 | 25.0% |
| Value | Count | Frequency (%) | |
| ASCII | 8 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 27 |
| Missing (%) | 18.6% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 82 | 56.6% | |
| 0 | 36 | 24.8% | |
| (Missing) | 27 | 18.6% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 5.1% |
| Missing | 67 |
| Missing (%) | 46.2% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| plusieurs | |
| 1 | |
| 2 |
| Value | Count | Frequency (%) | |
| 0 | 24 | 16.6% | |
| plusieurs | 22 | 15.2% | |
| 1 | 22 | 15.2% | |
| 2 | 10 | 6.9% | |
| (Missing) | 67 | 46.2% |
Length
| Max length | 9 |
|---|---|
| Mean length | 3.137931034 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 9 | 75.0% | |
| Decimal_Number | 3 | 25.0% |
| Value | Count | Frequency (%) | |
| Latin | 9 | 75.0% | |
| Common | 3 | 25.0% |
| Value | Count | Frequency (%) | |
| ASCII | 12 | 100.0% |
| Distinct count | 55 |
|---|---|
| Unique (%) | 93.2% |
| Missing | 86 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.14762712 |
|---|---|
| Minimum | 5 |
| Maximum | 622 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 6.963 |
| Q1 | 10.83 |
| median | 18 |
| Q3 | 44.8 |
| 95-th percentile | 117.34 |
| Maximum | 622 |
| Range | 617 |
| Interquartile range (IQR) | 33.97 |
Descriptive statistics
| Standard deviation | 83.81065825 |
|---|---|
| Coefficient of variation (CV) | 1.988502413 |
| Kurtosis | 40.83494346 |
| Mean | 42.14762712 |
| Median Absolute Deviation (MAD) | 37.00611319 |
| Skewness | 6.004132063 |
| Sum | 2486.71 |
| Variance | 7024.226436 |
| Value | Count | Frequency (%) | |
| 10 | 3 | 2.1% | |
| 18 | 2 | 1.4% | |
| 15.3 | 2 | 1.4% | |
| 45 | 1 | 0.7% | |
| 7 | 1 | 0.7% | |
| 7.5 | 1 | 0.7% | |
| 622 | 1 | 0.7% | |
| 27 | 1 | 0.7% | |
| 11 | 1 | 0.7% | |
| 5 | 1 | 0.7% | |
| Other values (45) | 45 | 31.0% | |
| (Missing) | 86 | 59.3% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.7% | |
| 6 | 1 | 0.7% | |
| 6.63 | 1 | 0.7% | |
| 7 | 1 | 0.7% | |
| 7.5 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 622 | 1 | 0.7% | |
| 164 | 1 | 0.7% | |
| 160 | 1 | 0.7% | |
| 112.6 | 1 | 0.7% | |
| 93.7 | 1 | 0.7% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 2 |
| Missing (%) | 1.4% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 95 | 65.5% | |
| 1 | 48 | 33.1% | |
| (Missing) | 2 | 1.4% |
Extension TDM TAP
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 0 | 4 |
| Value | Count | Frequency (%) | |
| 1 | 141 | 97.2% | |
| 0 | 4 | 2.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 84 | 57.9% | |
| 1 | 61 | 42.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 3 |
| Missing (%) | 2.1% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 6 |
| (Missing) | 3 |
| Value | Count | Frequency (%) | |
| 0 | 136 | 93.8% | |
| 1 | 6 | 4.1% | |
| (Missing) | 3 | 2.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 112 | 77.2% | |
| 1 | 33 | 22.8% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 14.3% |
| Missing | 117 |
| Missing (%) | 80.7% |
| Memory size | 1.3 KiB |
| Multiples | |
|---|---|
| Unique | 2 |
| Uniques | 2 |
| multiples | 1 |
| Value | Count | Frequency (%) | |
| Multiples | 23 | 15.9% | |
| Unique | 2 | 1.4% | |
| Uniques | 2 | 1.4% | |
| multiples | 1 | 0.7% | |
| (Missing) | 117 | 80.7% |
Length
| Max length | 9 |
|---|---|
| Mean length | 4.089655172 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 11 | 84.6% | |
| Uppercase_Letter | 2 | 15.4% |
| Value | Count | Frequency (%) | |
| Latin | 13 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 17 |
| Value | Count | Frequency (%) | |
| 0 | 128 | 88.3% | |
| 1 | 17 | 11.7% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 20 |
| Value | Count | Frequency (%) | |
| 0 | 125 | 86.2% | |
| 1 | 20 | 13.8% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 10.7% |
| Missing | 117 |
| Missing (%) | 80.7% |
| Memory size | 1.3 KiB |
| avant | |
|---|---|
| apres | 3 |
| avant | 1 |
| Value | Count | Frequency (%) | |
| avant | 24 | 16.6% | |
| apres | 3 | 2.1% | |
| avant | 1 | 0.7% | |
| (Missing) | 117 | 80.7% |
Length
| Max length | 6 |
|---|---|
| Mean length | 3.393103448 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 8 | 88.9% | |
| Space_Separator | 1 | 11.1% |
| Value | Count | Frequency (%) | |
| Latin | 8 | 88.9% | |
| Common | 1 | 11.1% |
| Value | Count | Frequency (%) | |
| ASCII | 9 | 100.0% |
Type biopsie
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| TRUCUT | |
|---|---|
| CHIRURGICALE | 12 |
| ADP | 2 |
| Value | Count | Frequency (%) | |
| TRUCUT | 131 | 90.3% | |
| CHIRURGICALE | 12 | 8.3% | |
| ADP | 2 | 1.4% |
Length
| Max length | 12 |
|---|---|
| Mean length | 6.455172414 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 12 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 12 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 12 | 100.0% |
Type histologique
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| CCI | |
|---|---|
| CINOS | |
| CLI | 15 |
| Carcinome mucineux inf | 4 |
| Lymphangite carcinomateuse | 4 |
| Other values (2) | 3 |
| Value | Count | Frequency (%) | |
| CCI | 96 | 66.2% | |
| CINOS | 23 | 15.9% | |
| CLI | 15 | 10.3% | |
| Carcinome mucineux inf | 4 | 2.8% | |
| Lymphangite carcinomateuse | 4 | 2.8% | |
| Carcinome peu diff | 2 | 1.4% | |
| Carcinome micropapllaire | 1 | 0.7% |
Length
| Max length | 26 |
|---|---|
| Mean length | 4.827586207 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 19 | 73.1% | |
| Uppercase_Letter | 6 | 23.1% | |
| Space_Separator | 1 | 3.8% |
| Value | Count | Frequency (%) | |
| Latin | 25 | 96.2% | |
| Common | 1 | 3.8% |
| Value | Count | Frequency (%) | |
| ASCII | 26 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 22 |
| Missing (%) | 15.2% |
| Memory size | 1.3 KiB |
| 2 | |
|---|---|
| 3 | |
| 1 | 11 |
| Value | Count | Frequency (%) | |
| 2 | 88 | 60.7% | |
| 3 | 24 | 16.6% | |
| 1 | 11 | 7.6% | |
| (Missing) | 22 | 15.2% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 57.1% | |
| Lowercase_Letter | 2 | 28.6% | |
| Other_Punctuation | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| Common | 5 | 71.4% | |
| Latin | 2 | 28.6% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 21.0% |
| Missing | 83 |
| Missing (%) | 57.2% |
| Memory size | 1.3 KiB |
| nombreux | |
|---|---|
| peu nombreuse | |
| 20 | |
| 15 | 3 |
| 17 | 2 |
| Other values (8) |
| Value | Count | Frequency (%) | |
| nombreux | 27 | 18.6% | |
| peu nombreuse | 11 | 7.6% | |
| 20 | 9 | 6.2% | |
| 15 | 3 | 2.1% | |
| 17 | 2 | 1.4% | |
| 10 | 2 | 1.4% | |
| rare | 2 | 1.4% | |
| 25 | 1 | 0.7% | |
| 6 | 1 | 0.7% | |
| 14 | 1 | 0.7% | |
| Other values (3) | 3 | 2.1% | |
| (Missing) | 83 | 57.2% |
Length
| Max length | 13 |
|---|---|
| Mean length | 4.531034483 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 11 | 52.4% | |
| Decimal_Number | 9 | 42.9% | |
| Space_Separator | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| Latin | 11 | 52.4% | |
| Common | 10 | 47.6% |
| Value | Count | Frequency (%) | |
| ASCII | 21 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 3 |
| Missing (%) | 2.1% |
| Memory size | 1.3 KiB |
| Negatif | |
|---|---|
| Positif |
| Value | Count | Frequency (%) | |
| Negatif | 100 | 69.0% | |
| Positif | 42 | 29.0% | |
| (Missing) | 3 | 2.1% |
Length
| Max length | 7 |
|---|---|
| Mean length | 6.917241379 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 9 | 81.8% | |
| Uppercase_Letter | 2 | 18.2% |
| Value | Count | Frequency (%) | |
| Latin | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 20 |
|---|---|
| Unique (%) | 14.1% |
| Missing | 3 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.55633803 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 55 |
| Zeros (%) | 37.9% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12 |
| Q3 | 60 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 35.60949046 |
|---|---|
| Coefficient of variation (CV) | 1.204800487 |
| Kurtosis | -0.7035300412 |
| Mean | 29.55633803 |
| Median Absolute Deviation (MAD) | 30.47827812 |
| Skewness | 0.9019746526 |
| Sum | 4197 |
| Variance | 1268.035811 |
| Value | Count | Frequency (%) | |
| 0 | 55 | 37.9% | |
| 100 | 14 | 9.7% | |
| 20 | 13 | 9.0% | |
| 70 | 9 | 6.2% | |
| 40 | 7 | 4.8% | |
| 10 | 7 | 4.8% | |
| 30 | 7 | 4.8% | |
| 80 | 6 | 4.1% | |
| 60 | 5 | 3.4% | |
| 90 | 4 | 2.8% | |
| Other values (10) | 15 | 10.3% |
| Value | Count | Frequency (%) | |
| 0 | 55 | 37.9% | |
| 1 | 1 | 0.7% | |
| 2 | 1 | 0.7% | |
| 3 | 3 | 2.1% | |
| 5 | 3 | 2.1% |
| Value | Count | Frequency (%) | |
| 100 | 14 | 9.7% | |
| 90 | 4 | 2.8% | |
| 80 | 6 | 4.1% | |
| 70 | 9 | 6.2% | |
| 60 | 5 | 3.4% |
| Distinct count | 17 |
|---|---|
| Unique (%) | 11.9% |
| Missing | 2 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.53846154 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 35 |
| Zeros (%) | 24.1% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 60 |
| Q3 | 97.5 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 93.5 |
Descriptive statistics
| Standard deviation | 41.22691744 |
|---|---|
| Coefficient of variation (CV) | 0.7846997463 |
| Kurtosis | -1.690242095 |
| Mean | 52.53846154 |
| Median Absolute Deviation (MAD) | 38.31414739 |
| Skewness | -0.161297137 |
| Sum | 7513 |
| Variance | 1699.658722 |
| Value | Count | Frequency (%) | |
| 100 | 36 | 24.8% | |
| 0 | 35 | 24.1% | |
| 70 | 12 | 8.3% | |
| 80 | 10 | 6.9% | |
| 90 | 9 | 6.2% | |
| 60 | 8 | 5.5% | |
| 30 | 7 | 4.8% | |
| 10 | 6 | 4.1% | |
| 20 | 4 | 2.8% | |
| 5 | 3 | 2.1% | |
| Other values (7) | 13 | 9.0% |
| Value | Count | Frequency (%) | |
| 0 | 35 | 24.1% | |
| 3 | 1 | 0.7% | |
| 5 | 3 | 2.1% | |
| 8 | 2 | 1.4% | |
| 10 | 6 | 4.1% |
| Value | Count | Frequency (%) | |
| 100 | 36 | 24.8% | |
| 95 | 3 | 2.1% | |
| 90 | 9 | 6.2% | |
| 80 | 10 | 6.9% | |
| 75 | 1 | 0.7% |
| Distinct count | 14 |
|---|---|
| Unique (%) | 46.7% |
| Missing | 115 |
| Missing (%) | 79.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.43333333 |
|---|---|
| Minimum | 0 |
| Maximum | 70 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.25 |
| Q1 | 15 |
| median | 27.5 |
| Q3 | 47.5 |
| 95-th percentile | 64.4 |
| Maximum | 70 |
| Range | 70 |
| Interquartile range (IQR) | 32.5 |
Descriptive statistics
| Standard deviation | 20.2496204 |
|---|---|
| Coefficient of variation (CV) | 0.6653763549 |
| Kurtosis | -0.9369497747 |
| Mean | 30.43333333 |
| Median Absolute Deviation (MAD) | 17.05333333 |
| Skewness | 0.5144363974 |
| Sum | 913 |
| Variance | 410.0471264 |
| Value | Count | Frequency (%) | |
| 15 | 5 | 3.4% | |
| 10 | 4 | 2.8% | |
| 40 | 3 | 2.1% | |
| 60 | 3 | 2.1% | |
| 50 | 3 | 2.1% | |
| 30 | 3 | 2.1% | |
| 20 | 2 | 1.4% | |
| 70 | 1 | 0.7% | |
| 25 | 1 | 0.7% | |
| 17 | 1 | 0.7% | |
| Other values (4) | 4 | 2.8% | |
| (Missing) | 115 | 79.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.7% | |
| 5 | 1 | 0.7% | |
| 10 | 4 | 2.8% | |
| 15 | 5 | 3.4% | |
| 17 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 70 | 1 | 0.7% | |
| 68 | 1 | 0.7% | |
| 60 | 3 | 2.1% | |
| 50 | 3 | 2.1% | |
| 40 | 3 | 2.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 3.1% |
| Missing | 81 |
| Missing (%) | 55.9% |
| Memory size | 1.3 KiB |
| negatif | |
|---|---|
| positif |
| Value | Count | Frequency (%) | |
| negatif | 37 | 25.5% | |
| positif | 27 | 18.6% | |
| (Missing) | 81 | 55.9% |
Length
| Max length | 7 |
|---|---|
| Mean length | 4.765517241 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 10 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 10 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 27 |
| Missing (%) | 18.6% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 87 | 60.0% | |
| 1 | 31 | 21.4% | |
| (Missing) | 27 | 18.6% |
ChimioTTT neo adjuvante -Indication
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| Sein inflammatoire | |
|---|---|
| sein inflammatoire | |
| Conservation | 14 |
| meta | 8 |
| localemment avance | 3 |
| Other values (2) | 2 |
| Value | Count | Frequency (%) | |
| Sein inflammatoire | 80 | 55.2% | |
| sein inflammatoire | 38 | 26.2% | |
| Conservation | 14 | 9.7% | |
| meta | 8 | 5.5% | |
| localemment avance | 3 | 2.1% | |
| Galactophorite | 1 | 0.7% | |
| Lymphangite carcinomateuse | 1 | 0.7% |
Length
| Max length | 26 |
|---|---|
| Mean length | 16.77241379 |
| Min length | 4 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 18 | 78.3% | |
| Uppercase_Letter | 4 | 17.4% | |
| Space_Separator | 1 | 4.3% |
| Value | Count | Frequency (%) | |
| Latin | 22 | 95.7% | |
| Common | 1 | 4.3% |
| Value | Count | Frequency (%) | |
| ASCII | 23 | 100.0% |
| Distinct count | 25 |
|---|---|
| Unique (%) | 17.7% |
| Missing | 4 |
| Missing (%) | 2.8% |
| Memory size | 1.3 KiB |
| 4AC604TXT | |
|---|---|
| 3AC603TXT | |
| 4AC604PACLI | 12 |
| 4AC6012PACLI | 5 |
| 3AC603PACLI | 5 |
| Other values (20) |
| Value | Count | Frequency (%) | |
| 4AC604TXT | 67 | 46.2% | |
| 3AC603TXT | 30 | 20.7% | |
| 4AC604PACLI | 12 | 8.3% | |
| 4AC6012PACLI | 5 | 3.4% | |
| 3AC603PACLI | 5 | 3.4% | |
| 3AC604TXT | 2 | 1.4% | |
| 6AC60 | 2 | 1.4% | |
| 4FEC4AC60 | 1 | 0.7% | |
| EC904TXT | 1 | 0.7% | |
| 4AC6012TXT | 1 | 0.7% | |
| Other values (15) | 15 | 10.3% | |
| (Missing) | 4 | 2.8% |
Length
| Max length | 15 |
|---|---|
| Mean length | 9.344827586 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 35.7% | |
| Uppercase_Letter | 9 | 32.1% | |
| Decimal_Number | 8 | 28.6% | |
| Space_Separator | 1 | 3.6% |
| Value | Count | Frequency (%) | |
| Latin | 19 | 67.9% | |
| Common | 9 | 32.1% |
| Value | Count | Frequency (%) | |
| ASCII | 28 | 100.0% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 5.2% |
| Missing | 11 |
| Missing (%) | 7.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.373134328 |
|---|---|
| Minimum | 5 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 12 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.073758362 |
|---|---|
| Coefficient of variation (CV) | 0.1456311948 |
| Kurtosis | 1.17602363 |
| Mean | 7.373134328 |
| Median Absolute Deviation (MAD) | 0.9333927378 |
| Skewness | 0.1318503167 |
| Sum | 988 |
| Variance | 1.152957019 |
| Value | Count | Frequency (%) | |
| 8 | 83 | 57.2% | |
| 6 | 43 | 29.7% | |
| 7 | 3 | 2.1% | |
| 9 | 2 | 1.4% | |
| 5 | 1 | 0.7% | |
| 10 | 1 | 0.7% | |
| 12 | 1 | 0.7% | |
| (Missing) | 11 | 7.6% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.7% | |
| 6 | 43 | 29.7% | |
| 7 | 3 | 2.1% | |
| 8 | 83 | 57.2% | |
| 9 | 2 | 1.4% |
| Value | Count | Frequency (%) | |
| 12 | 1 | 0.7% | |
| 10 | 1 | 0.7% | |
| 9 | 2 | 1.4% | |
| 8 | 83 | 57.2% | |
| 7 | 3 | 2.1% |
| Distinct count | 39 |
|---|---|
| Unique (%) | 30.5% |
| Missing | 17 |
| Missing (%) | 11.7% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| neuropathie | 10 |
| neutropenie | 8 |
| alopecie | 7 |
| vomissement | 5 |
| Other values (34) |
| Value | Count | Frequency (%) | |
| 0 | 56 | 38.6% | |
| neuropathie | 10 | 6.9% | |
| neutropenie | 8 | 5.5% | |
| alopecie | 7 | 4.8% | |
| vomissement | 5 | 3.4% | |
| alopecie,mucite | 5 | 3.4% | |
| thrombopenie | 2 | 1.4% | |
| arthralgie,mucite | 2 | 1.4% | |
| mucite,arthralgie | 2 | 1.4% | |
| cutane,neuropathie | 2 | 1.4% | |
| Other values (29) | 29 | 20.0% | |
| (Missing) | 17 | 11.7% |
Length
| Max length | 39 |
|---|---|
| Mean length | 8.413793103 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 20 | 80.0% | |
| Uppercase_Letter | 2 | 8.0% | |
| Space_Separator | 1 | 4.0% | |
| Decimal_Number | 1 | 4.0% | |
| Other_Punctuation | 1 | 4.0% |
| Value | Count | Frequency (%) | |
| Latin | 22 | 88.0% | |
| Common | 3 | 12.0% |
| Value | Count | Frequency (%) | |
| ASCII | 25 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 2 |
| Missing (%) | 1.4% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 4 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 139 | 95.9% | |
| 1 | 4 | 2.8% | |
| (Missing) | 2 | 1.4% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 25.0% |
| Missing | 141 |
| Missing (%) | 97.2% |
| Memory size | 1.3 KiB |
| progression |
|---|
| Value | Count | Frequency (%) | |
| progression | 4 | 2.8% | |
| (Missing) | 141 | 97.2% |
Length
| Max length | 11 |
|---|---|
| Mean length | 3.220689655 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 9 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 9 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 9 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 142 |
| Missing (%) | 97.9% |
| Memory size | 1.3 KiB |
| Xeloda 5 cycles | |
|---|---|
| xeloda 6 cycles | |
| Xeloda |
| Value | Count | Frequency (%) | |
| Xeloda 5 cycles | 1 | 0.7% | |
| xeloda 6 cycles | 1 | 0.7% | |
| Xeloda | 1 | 0.7% | |
| (Missing) | 142 | 97.9% |
Length
| Max length | 15 |
|---|---|
| Mean length | 3.186206897 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 71.4% | |
| Decimal_Number | 2 | 14.3% | |
| Space_Separator | 1 | 7.1% | |
| Uppercase_Letter | 1 | 7.1% |
| Value | Count | Frequency (%) | |
| Latin | 11 | 78.6% | |
| Common | 3 | 21.4% |
| Value | Count | Frequency (%) | |
| ASCII | 14 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 142 |
| Missing (%) | 97.9% |
| Memory size | 1.3 KiB |
| 6 | |
|---|---|
| 5 | |
| 17 |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.7% | |
| 5 | 1 | 0.7% | |
| 17 | 1 | 0.7% | |
| (Missing) | 142 | 97.9% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.006896552 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 5 | 62.5% | |
| Lowercase_Letter | 2 | 25.0% | |
| Other_Punctuation | 1 | 12.5% |
| Value | Count | Frequency (%) | |
| Common | 6 | 75.0% | |
| Latin | 2 | 25.0% |
| Value | Count | Frequency (%) | |
| ASCII | 8 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 144 |
| Missing (%) | 99.3% |
| Memory size | 1.3 KiB |
| neuro |
|---|
| Value | Count | Frequency (%) | |
| neuro | 1 | 0.7% | |
| (Missing) | 144 | 99.3% |
Length
| Max length | 5 |
|---|---|
| Mean length | 3.013793103 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 6 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 6 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 6 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 50.0% |
| Missing | 141 |
| Missing (%) | 97.2% |
| Memory size | 1.3 KiB |
| 30 | |
|---|---|
| 40 |
| Value | Count | Frequency (%) | |
| 30 | 3 | 2.1% | |
| 40 | 1 | 0.7% | |
| (Missing) | 141 | 97.2% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.027586207 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 50.0% | |
| Lowercase_Letter | 2 | 33.3% | |
| Other_Punctuation | 1 | 16.7% |
| Value | Count | Frequency (%) | |
| Common | 4 | 66.7% | |
| Latin | 2 | 33.3% |
| Value | Count | Frequency (%) | |
| ASCII | 6 | 100.0% |
| Distinct count | 5 |
|---|---|
| Unique (%) | 45.5% |
| Missing | 134 |
| Missing (%) | 92.4% |
| Memory size | 1.3 KiB |
| T4N0 | |
|---|---|
| T3N0 | |
| T4N2 | |
| T3N1 | 1 |
| T1N0 | 1 |
| Value | Count | Frequency (%) | |
| T4N0 | 5 | 3.4% | |
| T3N0 | 2 | 1.4% | |
| T4N2 | 2 | 1.4% | |
| T3N1 | 1 | 0.7% | |
| T1N0 | 1 | 0.7% | |
| (Missing) | 134 | 92.4% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.075862069 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 5 | 55.6% | |
| Uppercase_Letter | 2 | 22.2% | |
| Lowercase_Letter | 2 | 22.2% |
| Value | Count | Frequency (%) | |
| Common | 5 | 55.6% | |
| Latin | 4 | 44.4% |
| Value | Count | Frequency (%) | |
| ASCII | 9 | 100.0% |
Reponse a la chimio P/S/RP/ RC
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| RP | |
|---|---|
| S | 17 |
| RC | 4 |
| P | 3 |
| Value | Count | Frequency (%) | |
| RP | 121 | 83.4% | |
| S | 17 | 11.7% | |
| RC | 4 | 2.8% | |
| P | 3 | 2.1% |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.862068966 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 138 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.54571429 |
|---|---|
| Minimum | 3 |
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 4.356 |
| Q1 | 10.76 |
| median | 18 |
| Q3 | 29.15 |
| 95-th percentile | 55.3 |
| Maximum | 64 |
| Range | 61 |
| Interquartile range (IQR) | 18.39 |
Descriptive statistics
| Standard deviation | 20.69072164 |
|---|---|
| Coefficient of variation (CV) | 0.8787468236 |
| Kurtosis | 2.108704066 |
| Mean | 23.54571429 |
| Median Absolute Deviation (MAD) | 14.83102041 |
| Skewness | 1.419289226 |
| Sum | 164.82 |
| Variance | 428.1059619 |
| Value | Count | Frequency (%) | |
| 23.3 | 1 | 0.7% | |
| 7.52 | 1 | 0.7% | |
| 3 | 1 | 0.7% | |
| 14 | 1 | 0.7% | |
| 18 | 1 | 0.7% | |
| 35 | 1 | 0.7% | |
| 64 | 1 | 0.7% | |
| (Missing) | 138 | 95.2% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.7% | |
| 7.52 | 1 | 0.7% | |
| 14 | 1 | 0.7% | |
| 18 | 1 | 0.7% | |
| 23.3 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 64 | 1 | 0.7% | |
| 35 | 1 | 0.7% | |
| 23.3 | 1 | 0.7% | |
| 18 | 1 | 0.7% | |
| 14 | 1 | 0.7% |
chirurgie conservatrice- Radicale
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| RADICALE | |
|---|---|
| CONSERVATRICE | 16 |
| Value | Count | Frequency (%) | |
| RADICALE | 129 | 89.0% | |
| CONSERVATRICE | 16 | 11.0% |
Length
| Max length | 13 |
|---|---|
| Mean length | 8.551724138 |
| Min length | 8 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 12 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 12 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 12 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 145 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 14 |
| Value | Count | Frequency (%) | |
| 0 | 131 | 90.3% | |
| 1 | 14 | 9.7% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 21.4% |
| Missing | 131 |
| Missing (%) | 90.3% |
| Memory size | 1.3 KiB |
| LYMPHODEME | |
|---|---|
| RAIDEUR BRAS | |
| LYMPHOCELE |
| Value | Count | Frequency (%) | |
| LYMPHODEME | 7 | 4.8% | |
| RAIDEUR BRAS | 5 | 3.4% | |
| LYMPHOCELE | 2 | 1.4% | |
| (Missing) | 131 | 90.3% |
Length
| Max length | 12 |
|---|---|
| Mean length | 3.744827586 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 15 | 83.3% | |
| Lowercase_Letter | 2 | 11.1% | |
| Space_Separator | 1 | 5.6% |
| Value | Count | Frequency (%) | |
| Latin | 17 | 94.4% | |
| Common | 1 | 5.6% |
| Value | Count | Frequency (%) | |
| ASCII | 18 | 100.0% |
| Distinct count | 9 |
|---|---|
| Unique (%) | 8.6% |
| Missing | 40 |
| Missing (%) | 27.6% |
| Memory size | 1.3 KiB |
| CCI | |
|---|---|
| CINOS | |
| CLI | 9 |
| Carcinome peu diff | 4 |
| Carcinome mucineux | 2 |
| Other values (4) | 5 |
| Value | Count | Frequency (%) | |
| CCI | 67 | 46.2% | |
| CINOS | 18 | 12.4% | |
| CLI | 9 | 6.2% | |
| Carcinome peu diff | 4 | 2.8% | |
| Carcinome mucineux | 2 | 1.4% | |
| Carcinome mucineux inf | 2 | 1.4% | |
| Processus tumoraux 0 diff | 1 | 0.7% | |
| Carcinome tubuleux | 1 | 0.7% | |
| CInsitu 0 spe | 1 | 0.7% | |
| (Missing) | 40 | 27.6% |
Length
| Max length | 25 |
|---|---|
| Mean length | 4.455172414 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 65.4% | |
| Uppercase_Letter | 7 | 26.9% | |
| Space_Separator | 1 | 3.8% | |
| Decimal_Number | 1 | 3.8% |
| Value | Count | Frequency (%) | |
| Latin | 24 | 92.3% | |
| Common | 2 | 7.7% |
| Value | Count | Frequency (%) | |
| ASCII | 26 | 100.0% |
| Distinct count | 24 |
|---|---|
| Unique (%) | 18.2% |
| Missing | 13 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.18181818 |
|---|---|
| Minimum | 0 |
| Maximum | 220 |
| Zeros | 39 |
| Zeros (%) | 26.9% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 20 |
| Q3 | 35 |
| 95-th percentile | 70 |
| Maximum | 220 |
| Range | 220 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 30.78758007 |
|---|---|
| Coefficient of variation (CV) | 1.273170605 |
| Kurtosis | 16.20098557 |
| Mean | 24.18181818 |
| Median Absolute Deviation (MAD) | 19.86088154 |
| Skewness | 3.249253025 |
| Sum | 3192 |
| Variance | 947.8750867 |
| Value | Count | Frequency (%) | |
| 0 | 39 | 26.9% | |
| 20 | 17 | 11.7% | |
| 25 | 10 | 6.9% | |
| 30 | 7 | 4.8% | |
| 35 | 7 | 4.8% | |
| 10 | 7 | 4.8% | |
| 70 | 6 | 4.1% | |
| 50 | 6 | 4.1% | |
| 15 | 5 | 3.4% | |
| 40 | 4 | 2.8% | |
| Other values (14) | 24 | 16.6% | |
| (Missing) | 13 | 9.0% |
| Value | Count | Frequency (%) | |
| 0 | 39 | 26.9% | |
| 2 | 1 | 0.7% | |
| 3 | 4 | 2.8% | |
| 4 | 1 | 0.7% | |
| 6 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 220 | 1 | 0.7% | |
| 180 | 1 | 0.7% | |
| 110 | 1 | 0.7% | |
| 70 | 6 | 4.1% | |
| 60 | 4 | 2.8% |
| Distinct count | 18 |
|---|---|
| Unique (%) | 12.7% |
| Missing | 3 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.577464789 |
|---|---|
| Minimum | 0 |
| Maximum | 26 |
| Zeros | 68 |
| Zeros (%) | 46.9% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 12 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.378094964 |
|---|---|
| Coefficient of variation (CV) | 1.69860515 |
| Kurtosis | 7.291050104 |
| Mean | 2.577464789 |
| Median Absolute Deviation (MAD) | 3.052767308 |
| Skewness | 2.492295134 |
| Sum | 366 |
| Variance | 19.16771551 |
| Value | Count | Frequency (%) | |
| 0 | 68 | 46.9% | |
| 1 | 23 | 15.9% | |
| 3 | 10 | 6.9% | |
| 2 | 9 | 6.2% | |
| 5 | 6 | 4.1% | |
| 7 | 4 | 2.8% | |
| 12 | 3 | 2.1% | |
| 4 | 3 | 2.1% | |
| 6 | 3 | 2.1% | |
| 10 | 2 | 1.4% | |
| Other values (8) | 11 | 7.6% | |
| (Missing) | 3 | 2.1% |
| Value | Count | Frequency (%) | |
| 0 | 68 | 46.9% | |
| 1 | 23 | 15.9% | |
| 2 | 9 | 6.2% | |
| 3 | 10 | 6.9% | |
| 4 | 3 | 2.1% |
| Value | Count | Frequency (%) | |
| 26 | 1 | 0.7% | |
| 19 | 1 | 0.7% | |
| 16 | 1 | 0.7% | |
| 15 | 2 | 1.4% | |
| 13 | 1 | 0.7% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 3.3% |
| Missing | 53 |
| Missing (%) | 36.6% |
| Memory size | 1.3 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 58 | 40.0% | |
| 1 | 18 | 12.4% | |
| 3 | 16 | 11.0% | |
| (Missing) | 53 | 36.6% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 57.1% | |
| Lowercase_Letter | 2 | 28.6% | |
| Other_Punctuation | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| Common | 5 | 71.4% | |
| Latin | 2 | 28.6% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 2 |
| Missing (%) | 1.4% |
| Memory size | 1.3 KiB |
| Saines | |
|---|---|
| saines | 1 |
| Value | Count | Frequency (%) | |
| Saines | 142 | 97.9% | |
| saines | 1 | 0.7% | |
| (Missing) | 2 | 1.4% |
Length
| Max length | 6 |
|---|---|
| Mean length | 5.95862069 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 5 | 83.3% | |
| Uppercase_Letter | 1 | 16.7% |
| Value | Count | Frequency (%) | |
| Latin | 6 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 6 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 4.0% |
| Missing | 46 |
| Missing (%) | 31.7% |
| Memory size | 1.3 KiB |
| Negatif | |
|---|---|
| Positif | |
| negatif | 7 |
| positif | 1 |
| Value | Count | Frequency (%) | |
| Negatif | 60 | 41.4% | |
| Positif | 31 | 21.4% | |
| negatif | 7 | 4.8% | |
| positif | 1 | 0.7% | |
| (Missing) | 46 | 31.7% |
Length
| Max length | 7 |
|---|---|
| Mean length | 5.731034483 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 83.3% | |
| Uppercase_Letter | 2 | 16.7% |
| Value | Count | Frequency (%) | |
| Latin | 12 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 12 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 64 |
| Missing (%) | 44.1% |
| Memory size | 1.3 KiB |
| negatif | |
|---|---|
| positif | 13 |
| Value | Count | Frequency (%) | |
| negatif | 68 | 46.9% | |
| positif | 13 | 9.0% | |
| (Missing) | 64 | 44.1% |
Length
| Max length | 7 |
|---|---|
| Mean length | 5.234482759 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 10 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 10 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 7.7% |
| Missing | 93 |
| Missing (%) | 64.1% |
| Memory size | 1.3 KiB |
| 2 | |
|---|---|
| 4 | |
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 21 | 14.5% | |
| 4 | 17 | 11.7% | |
| 1 | 9 | 6.2% | |
| 3 | 5 | 3.4% | |
| (Missing) | 93 | 64.1% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 5 | 62.5% | |
| Lowercase_Letter | 2 | 25.0% | |
| Other_Punctuation | 1 | 12.5% |
| Value | Count | Frequency (%) | |
| Common | 6 | 75.0% | |
| Latin | 2 | 25.0% |
| Value | Count | Frequency (%) | |
| ASCII | 8 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 8.0% |
| Missing | 95 |
| Missing (%) | 65.5% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 20 | 13.8% | |
| 0 | 15 | 10.3% | |
| 2 | 8 | 5.5% | |
| 3 | 7 | 4.8% | |
| (Missing) | 95 | 65.5% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 57.1% | |
| Lowercase_Letter | 2 | 28.6% | |
| Other_Punctuation | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| Common | 5 | 71.4% | |
| Latin | 2 | 28.6% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 15.4% |
| Missing | 132 |
| Missing (%) | 91.0% |
| Memory size | 1.3 KiB |
| 0 | 11 |
|---|---|
| 1 | 2 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 11 | 7.6% | |
| 1 | 2 | 1.4% | |
| (Missing) | 132 | 91.0% |
Score de Sataloff Sein
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| TC | |
|---|---|
| TA | |
| TB | |
| TD | |
| TA | 1 |
| Value | Count | Frequency (%) | |
| TC | 51 | 35.2% | |
| TA | 39 | 26.9% | |
| TB | 27 | 18.6% | |
| TD | 27 | 18.6% | |
| TA | 1 | 0.7% |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.006896552 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 5 | 83.3% | |
| Space_Separator | 1 | 16.7% |
| Value | Count | Frequency (%) | |
| Latin | 5 | 83.3% | |
| Common | 1 | 16.7% |
| Value | Count | Frequency (%) | |
| ASCII | 6 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 3.8% |
| Missing | 39 |
| Missing (%) | 26.9% |
| Memory size | 1.3 KiB |
| NC | |
|---|---|
| NB | |
| ND | |
| NV | 1 |
| Value | Count | Frequency (%) | |
| NC | 47 | 32.4% | |
| NB | 34 | 23.4% | |
| ND | 24 | 16.6% | |
| NV | 1 | 0.7% | |
| (Missing) | 39 | 26.9% |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.268965517 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 5 | 71.4% | |
| Lowercase_Letter | 2 | 28.6% |
| Value | Count | Frequency (%) | |
| Latin | 7 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 11.4% |
| Missing | 110 |
| Missing (%) | 75.9% |
| Memory size | 1.3 KiB |
| 3 | |
|---|---|
| 4 | |
| 1 | |
| 2 | 3 |
| Value | Count | Frequency (%) | |
| 3 | 17 | 11.7% | |
| 4 | 9 | 6.2% | |
| 1 | 6 | 4.1% | |
| 2 | 3 | 2.1% | |
| (Missing) | 110 | 75.9% |
Length
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 5 | 62.5% | |
| Lowercase_Letter | 2 | 25.0% | |
| Other_Punctuation | 1 | 12.5% |
| Value | Count | Frequency (%) | |
| Common | 6 | 75.0% | |
| Latin | 2 | 25.0% |
| Value | Count | Frequency (%) | |
| ASCII | 8 | 100.0% |
Chimio ADJ Ou I-0
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 141 | 97.2% | |
| 1 | 3 | 2.1% | |
| (Missing) | 1 | 0.7% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 0 | 4 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 140 | 96.6% | |
| 0 | 4 | 2.8% | |
| (Missing) | 1 | 0.7% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 5 |
| Missing (%) | 3.4% |
| Memory size | 1.3 KiB |
| ADJ | |
|---|---|
| meta cerebral | 1 |
| compression medu | 1 |
| Value | Count | Frequency (%) | |
| ADJ | 138 | 95.2% | |
| meta cerebral | 1 | 0.7% | |
| compression medu | 1 | 0.7% | |
| (Missing) | 5 | 3.4% |
Length
| Max length | 16 |
|---|---|
| Mean length | 3.15862069 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 15 | 78.9% | |
| Uppercase_Letter | 3 | 15.8% | |
| Space_Separator | 1 | 5.3% |
| Value | Count | Frequency (%) | |
| Latin | 18 | 94.7% | |
| Common | 1 | 5.3% |
| Value | Count | Frequency (%) | |
| ASCII | 19 | 100.0% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 9.6% |
| Missing | 10 |
| Missing (%) | 6.9% |
| Memory size | 1.3 KiB |
| paroisus clav | |
|---|---|
| paroi sus clav | 17 |
| paroisus clavboost | 7 |
| paroi | 4 |
| paroi sus clavboost | 4 |
| Other values (8) | 9 |
| Value | Count | Frequency (%) | |
| paroisus clav | 94 | 64.8% | |
| paroi sus clav | 17 | 11.7% | |
| paroisus clavboost | 7 | 4.8% | |
| paroi | 4 | 2.8% | |
| paroi sus clavboost | 4 | 2.8% | |
| Sein D sus clav D | 2 | 1.4% | |
| Sein D sus clav D Ax d | 1 | 0.7% | |
| Sein D sus clav | 1 | 0.7% | |
| encephale | 1 | 0.7% | |
| paroi boost | 1 | 0.7% | |
| Other values (3) | 3 | 2.1% | |
| (Missing) | 10 | 6.9% |
Length
| Max length | 22 |
|---|---|
| Mean length | 12.8 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 77.3% | |
| Uppercase_Letter | 4 | 18.2% | |
| Space_Separator | 1 | 4.5% |
| Value | Count | Frequency (%) | |
| Latin | 21 | 95.5% | |
| Common | 1 | 4.5% |
| Value | Count | Frequency (%) | |
| ASCII | 22 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.3% |
| Missing | 12 |
| Missing (%) | 8.3% |
| Memory size | 1.3 KiB |
| 15 | |
|---|---|
| 25 | |
| 5 | 1 |
| Value | Count | Frequency (%) | |
| 15 | 84 | 57.9% | |
| 25 | 48 | 33.1% | |
| 5 | 1 | 0.7% | |
| (Missing) | 12 | 8.3% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.910344828 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 57.1% | |
| Lowercase_Letter | 2 | 28.6% | |
| Other_Punctuation | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| Common | 5 | 71.4% | |
| Latin | 2 | 28.6% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 5.3% |
| Missing | 12 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.84962406 |
|---|---|
| Minimum | 20 |
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 42 |
| median | 42 |
| Q3 | 50 |
| 95-th percentile | 50 |
| Maximum | 60 |
| Range | 40 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.087858752 |
|---|---|
| Coefficient of variation (CV) | 0.1134426176 |
| Kurtosis | 4.337370163 |
| Mean | 44.84962406 |
| Median Absolute Deviation (MAD) | 4.1709537 |
| Skewness | -0.2404875592 |
| Sum | 5965 |
| Variance | 25.88630668 |
| Value | Count | Frequency (%) | |
| 42 | 80 | 55.2% | |
| 50 | 45 | 31.0% | |
| 60 | 3 | 2.1% | |
| 40 | 2 | 1.4% | |
| 30 | 1 | 0.7% | |
| 20 | 1 | 0.7% | |
| 45 | 1 | 0.7% | |
| (Missing) | 12 | 8.3% |
| Value | Count | Frequency (%) | |
| 20 | 1 | 0.7% | |
| 30 | 1 | 0.7% | |
| 40 | 2 | 1.4% | |
| 42 | 80 | 55.2% | |
| 45 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 60 | 3 | 2.1% | |
| 50 | 45 | 31.0% | |
| 45 | 1 | 0.7% | |
| 42 | 80 | 55.2% | |
| 40 | 2 | 1.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 3 |
| Missing (%) | 2.1% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 3 |
| Value | Count | Frequency (%) | |
| 1 | 103 | 71.0% | |
| 0 | 39 | 26.9% | |
| (Missing) | 3 | 2.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 40 |
| Missing (%) | 27.6% |
| Memory size | 1.3 KiB |
| Tamoxifene | |
|---|---|
| letrozole | 8 |
| Value | Count | Frequency (%) | |
| Tamoxifene | 97 | 66.9% | |
| letrozole | 8 | 5.5% | |
| (Missing) | 40 | 27.6% |
Length
| Max length | 10 |
|---|---|
| Mean length | 8.013793103 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 12 | 92.3% | |
| Uppercase_Letter | 1 | 7.7% |
| Value | Count | Frequency (%) | |
| Latin | 13 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 40 |
| Missing (%) | 27.6% |
| Memory size | 1.3 KiB |
| 20 | |
|---|---|
| 2.5 | 8 |
| Value | Count | Frequency (%) | |
| 20 | 97 | 66.9% | |
| 2.5 | 8 | 5.5% | |
| (Missing) | 40 | 27.6% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.668965517 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 50.0% | |
| Lowercase_Letter | 2 | 33.3% | |
| Other_Punctuation | 1 | 16.7% |
| Value | Count | Frequency (%) | |
| Common | 4 | 66.7% | |
| Latin | 2 | 33.3% |
| Value | Count | Frequency (%) | |
| ASCII | 6 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.8% |
| Missing | 2 |
| Missing (%) | 1.4% |
| Memory size | 1.3 KiB |
| RP | |
|---|---|
| RC | |
| S | |
| P | 10 |
| Value | Count | Frequency (%) | |
| RP | 82 | 56.6% | |
| RC | 29 | 20.0% | |
| S | 22 | 15.2% | |
| P | 10 | 6.9% | |
| (Missing) | 2 | 1.4% |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.793103448 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 4 | 66.7% | |
| Lowercase_Letter | 2 | 33.3% |
| Value | Count | Frequency (%) | |
| Latin | 6 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 6 | 100.0% |
Evolution Perdue de vue
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 7 |
| Value | Count | Frequency (%) | |
| 0 | 138 | 95.2% | |
| 1 | 7 | 4.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 7 |
| Missing (%) | 4.8% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 0 | 2 |
| (Missing) | 7 |
| Value | Count | Frequency (%) | |
| 1 | 136 | 93.8% | |
| 0 | 2 | 1.4% | |
| (Missing) | 7 | 4.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 7 |
| Missing (%) | 4.8% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | 2 |
| (Missing) | 7 |
| Value | Count | Frequency (%) | |
| 0 | 136 | 93.8% | |
| 1 | 2 | 1.4% | |
| (Missing) | 7 | 4.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 8 |
| Missing (%) | 5.5% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 8 |
| Value | Count | Frequency (%) | |
| 0 | 102 | 70.3% | |
| 1 | 35 | 24.1% | |
| (Missing) | 8 | 5.5% |
| Distinct count | 18 |
|---|---|
| Unique (%) | 51.4% |
| Missing | 110 |
| Missing (%) | 75.9% |
| Memory size | 1.3 KiB |
| foie | |
|---|---|
| poumon | |
| Sein G | |
| cerebral | |
| LOCALE | 3 |
| Other values (13) |
| Value | Count | Frequency (%) | |
| foie | 4 | 2.8% | |
| poumon | 4 | 2.8% | |
| Sein G | 4 | 2.8% | |
| cerebral | 4 | 2.8% | |
| LOCALE | 3 | 2.1% | |
| os | 3 | 2.1% | |
| os, foie | 2 | 1.4% | |
| locale | 1 | 0.7% | |
| locale,os,foie | 1 | 0.7% | |
| FOIE | 1 | 0.7% | |
| Other values (8) | 8 | 5.5% | |
| (Missing) | 110 | 75.9% |
Length
| Max length | 20 |
|---|---|
| Mean length | 4.006896552 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 58.6% | |
| Uppercase_Letter | 10 | 34.5% | |
| Space_Separator | 1 | 3.4% | |
| Other_Punctuation | 1 | 3.4% |
| Value | Count | Frequency (%) | |
| Latin | 27 | 93.1% | |
| Common | 2 | 6.9% |
| Value | Count | Frequency (%) | |
| ASCII | 29 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 19.0% |
| Missing | 124 |
| Missing (%) | 85.5% |
| Memory size | 1.3 KiB |
| chimio | |
|---|---|
| RTH | |
| Chimio 6 cures | 1 |
| Chimio | 1 |
| Value | Count | Frequency (%) | |
| chimio | 14 | 9.7% | |
| RTH | 5 | 3.4% | |
| Chimio 6 cures | 1 | 0.7% | |
| Chimio | 1 | 0.7% | |
| (Missing) | 124 | 85.5% |
Length
| Max length | 14 |
|---|---|
| Mean length | 3.393103448 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 11 | 64.7% | |
| Uppercase_Letter | 4 | 23.5% | |
| Space_Separator | 1 | 5.9% | |
| Decimal_Number | 1 | 5.9% |
| Value | Count | Frequency (%) | |
| Latin | 15 | 88.2% | |
| Common | 2 | 11.8% |
| Value | Count | Frequency (%) | |
| ASCII | 17 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 16.7% |
| Missing | 133 |
| Missing (%) | 91.7% |
| Memory size | 1.3 KiB |
| 1 | 9 |
|---|---|
| 0 | 3 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 9 | 6.2% | |
| 0 | 3 | 2.1% | |
| (Missing) | 133 | 91.7% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 144 |
| Missing (%) | 99.3% |
| Memory size | 1.3 KiB |
| 1 | 1 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.7% | |
| (Missing) | 144 | 99.3% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 50.0% |
| Missing | 143 |
| Missing (%) | 98.6% |
| Memory size | 1.3 KiB |
| 1 | 2 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 2 | 1.4% | |
| (Missing) | 143 | 98.6% |
| Distinct count | 51 |
|---|---|
| Unique (%) | 35.4% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.88194444 |
|---|---|
| Minimum | 11 |
| Maximum | 77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 22 |
| median | 31 |
| Q3 | 42 |
| 95-th percentile | 59.55 |
| Maximum | 77 |
| Range | 66 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.05458715 |
|---|---|
| Coefficient of variation (CV) | 0.4274256705 |
| Kurtosis | 0.02794848769 |
| Mean | 32.88194444 |
| Median Absolute Deviation (MAD) | 11.43991127 |
| Skewness | 0.6408439109 |
| Sum | 4735 |
| Variance | 197.53142 |
| Value | Count | Frequency (%) | |
| 23 | 7 | 4.8% | |
| 22 | 7 | 4.8% | |
| 43 | 6 | 4.1% | |
| 15 | 6 | 4.1% | |
| 30 | 6 | 4.1% | |
| 28 | 5 | 3.4% | |
| 42 | 5 | 3.4% | |
| 31 | 5 | 3.4% | |
| 32 | 5 | 3.4% | |
| 26 | 5 | 3.4% | |
| Other values (41) | 87 | 60.0% |
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.7% | |
| 12 | 3 | 2.1% | |
| 13 | 2 | 1.4% | |
| 14 | 4 | 2.8% | |
| 15 | 6 | 4.1% |
| Value | Count | Frequency (%) | |
| 77 | 1 | 0.7% | |
| 70 | 1 | 0.7% | |
| 66 | 2 | 1.4% | |
| 65 | 1 | 0.7% | |
| 63 | 1 | 0.7% |
| Distinct count | 50 |
|---|---|
| Unique (%) | 34.7% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.52777778 |
|---|---|
| Minimum | 1 |
| Maximum | 57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 11.75 |
| median | 20 |
| Q3 | 30.25 |
| 95-th percentile | 43.85 |
| Maximum | 57 |
| Range | 56 |
| Interquartile range (IQR) | 18.5 |
Descriptive statistics
| Standard deviation | 13.00239055 |
|---|---|
| Coefficient of variation (CV) | 0.6039820127 |
| Kurtosis | -0.2892003002 |
| Mean | 21.52777778 |
| Median Absolute Deviation (MAD) | 10.73032407 |
| Skewness | 0.5839836165 |
| Sum | 3100 |
| Variance | 169.0621601 |
| Value | Count | Frequency (%) | |
| 9 | 8 | 5.5% | |
| 14 | 7 | 4.8% | |
| 13 | 7 | 4.8% | |
| 24 | 6 | 4.1% | |
| 5 | 6 | 4.1% | |
| 22 | 6 | 4.1% | |
| 12 | 5 | 3.4% | |
| 31 | 5 | 3.4% | |
| 18 | 4 | 2.8% | |
| 7 | 4 | 2.8% | |
| Other values (40) | 86 | 59.3% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.7% | |
| 3 | 4 | 2.8% | |
| 4 | 4 | 2.8% | |
| 5 | 6 | 4.1% | |
| 6 | 2 | 1.4% |
| Value | Count | Frequency (%) | |
| 57 | 1 | 0.7% | |
| 56 | 1 | 0.7% | |
| 54 | 1 | 0.7% | |
| 53 | 1 | 0.7% | |
| 49 | 1 | 0.7% |
pCR
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 116 | 80.0% | |
| 1 | 29 | 20.0% |
Age_bins
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | 5.6% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Memory size | 721.0 B |
| (44.0, 51.0] | |
|---|---|
| (37.0, 44.0] | |
| (51.0, 58.0] | |
| (58.0, 65.0] | |
| (30.0, 37.0] | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| (44.0, 51.0] | 40 | 27.6% | |
| (37.0, 44.0] | 28 | 19.3% | |
| (51.0, 58.0] | 26 | 17.9% | |
| (58.0, 65.0] | 20 | 13.8% | |
| (30.0, 37.0] | 12 | 8.3% | |
| (65.0, 72.0] | 7 | 4.8% | |
| (22.944, 30.0] | 6 | 4.1% | |
| (72.0, 79.0] | 5 | 3.4% | |
| (Missing) | 1 | 0.7% |
Length
| Max length | 14 |
|---|---|
| Mean length | 12.02068966 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 58.8% | |
| Lowercase_Letter | 2 | 11.8% | |
| Other_Punctuation | 2 | 11.8% | |
| Open_Punctuation | 1 | 5.9% | |
| Space_Separator | 1 | 5.9% | |
| Close_Punctuation | 1 | 5.9% |
| Value | Count | Frequency (%) | |
| Common | 15 | 88.2% | |
| Latin | 2 | 11.8% |
| Value | Count | Frequency (%) | |
| ASCII | 17 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| Nom | Prenom | IP | Age | Statut Marital | Origine | ATCDs personnels ? Diabete | ATCDs personnels - HTAÿ | ATCDs personnels - Dyslipidemie | ATCDs personnels - Contraception | ATCDs personnels - Contraception - Typeÿ | ATCDs personnels - Contraception - Duree | ATCDs personnels - Parite | ATCDs personnels ? Gestite | ATCD personnels Cancer du sein | ATCD Cancer du sien - Localisation | Cancer du sein Traitement | ATCD Autres cancers | ATCDs familiaux de cancer | ATCDs familiaux de cancer - Localisation de la Tm | ATCDs familiaux de cancer - Degre de parite | Menopausee | Menopausee Depuis en annees | CDD-Nodules | CDD-Sx inflammatoires | CDD-Ecoulement mamelonaire | CDD-ADP | CDD- Depistage | CDD-DLR | Unnamed: 30 | Delai entre 1er symptome et le diagnostic par mois | Etat general OMS | Poids | Taille | IMC | Clinicial NB lesions S | Clinical Localisation SEIN | Clinical localisation ADP | Clinicial taille Tm par mm | Clinical TNM par T | Clinicaal TNM par N | Clinicial -PEV | Echo - Nombre de lsions | Echo - Localisation | Echo - Micro calcifications | Echo - ACR | Echo-ADP axillaires | Echo ADP axillaires NB | CA 15-3 initial U-ml | Bilan d extension Rx thorax echo hepatique | Extension TDM TAP | Examens Scintigraphie osseuse | TDM cerebrale | Metastases | Metastases - Uniques Multiples | Metastases viscerale | Metastases Osseuses | Metastases -Diagnostic des meta avant chirurgie -apres chirurgie | Type biopsie | Type histologique | SBR | Nombre de mitose 10 champ | HER 2 | RP% | RE% | ki67 | EV | trt HERceptin | ChimioTTT neo adjuvante -Indication | ChimioTTT neo adjuvante - Protocoles et doses | ChimioTTT neo adjuvante - Nbre cures recues | ChimioTTT neo adjuvante -Toxicites | Chimio 2eme ligne | Chimio - Indication | Chimio 2- Protocole et doses | Chimio 2 - Nbre cures recues | Chimio 2 - Toxicite | Chirurgie -Examen clinique avant chirurgie- Taille | TNM | Reponse a la chimio P/S/RP/ RC | Biologie pre operatoire - Ca 15-3 | chirurgie conservatrice- Radicale | chirurgie - Curage GG | Complication post op de la chirurgie | SI 1 precisez | Anapath piece type histo | anapath piece taille tm en mm | Anapath NB Gg envahis | Anapath piece SBR | Anapath piece marges d exrese | Anapath piece EV | Anapath piece EPN | Anapath piece pT | Anapath piece pN | Anapath piece pM | Score de Sataloff Sein | Score de Sataloff Gg | Score de chevalier | Chimio ADJ Ou I-0 | Rxttt | Rxttt indication | Rxttt site d irradiation | Rxttt Nb de seances | Rxttt dose | Hormonottt 1-0 | Hormonottt protocole | Hormonottt dose mg | Reponse au ttt | Evolution Perdue de vue | Vivant | Decede | Evolution Recidive | Recidive siege | Recidive trt | Recidive EVolution PDV | Recidive evolution deces ou 0 | Remissions ou en cours de trt | Survie globale par mois | Survie sans recidive | pCR | Age_bins | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | L | J | 114571.0 | 70.0 | Veuve | Oujda | 1 | 0 | 1 | 0.0 | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 1.0 | 22.0 | 1 | 1 | 1 | 0 | 0 | 1 | NaN | 12.0 | 1.0 | 66.0 | 1.49 | 29.7 | 1.0 | D | AX D | 70.0 | 4.0 | 1.0 | 2.0 | 1.0 | NaN | NaN | 5.0 | 1.0 | plusieurs | NaN | 1.0 | 1 | 0 | NaN | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 2.0 | 14 | Positif | 0.0 | 8.0 | NaN | negatif | NaN | sein inflammatoire | 12 Pacli weekly | 12.0 | 0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | RP | NaN | RADICALE | 1 | 1 | RAIDEUR BRAS | CCI | NaN | 12.0 | 1.0 | saines | Negatif | negatif | NaN | NaN | NaN | TA | NB | 1.0 | NaN | 1.0 | ADJ | Sein D sus clav D | 25.0 | 60.0 | 0.0 | NaN | NaN | RC | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 38.0 | 30.0 | 1 | (65.0, 72.0] |
| 1 | Y | N | 997.0 | 42.0 | Mariee | Oujda | 0 | 0 | 0 | 1.0 | op | NaN | 3.0 | 3.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 1.0 | 1.0 | 99.0 | 1.66 | 36.0 | 1.0 | G | AX G | 40.0 | 4.0 | 1.0 | 2.0 | NaN | QSE Sein G | 0.0 | 5.0 | 1.0 | plusieurs | 10.66 | 1.0 | 1 | 1 | NaN | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 2.0 | 8 | Negatif | 80.0 | 60.0 | NaN | negatif | 0.0 | sein inflammatoire | 3AC605 pacli | 8.0 | 0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | S | 64.0 | RADICALE | 1 | 0 | NaN | CCI | 27.0 | 5.0 | 2.0 | Saines | Negatif | negatif | 4.0 | 2.0 | 0.0 | TB | NC | NaN | 0.0 | 1.0 | ADJ | Sein G sus clav G | 25.0 | 60.0 | 1.0 | Tamoxifene | 20.0 | P | 0 | 1.0 | 0.0 | 1.0 | Sein G | NaN | NaN | NaN | NaN | 23.0 | 5.0 | 0 | (37.0, 44.0] |
| 2 | J | F | NaN | 71.0 | Mariee | NaN | 0 | 0 | 0 | 0.0 | NaN | NaN | 7.0 | 7.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 1.0 | 22.0 | 0 | 0 | 0 | 0 | 0 | 1 | NaN | 48.0 | 0.0 | 65.0 | 1.60 | 25.4 | 1.0 | D | NaN | 40.0 | 4.0 | 0.0 | 2.0 | 1.0 | QSE Sein D | 0.0 | 5.0 | 0.0 | 0 | 56.80 | 0.0 | 1 | 0 | NaN | 1 | Multiples | 1 | 1 | avant | TRUCUT | CCI | 2.0 | NaN | Positif | 40.0 | 90.0 | NaN | negatif | NaN | sein inflammatoire | 4FEC4AC60 | 8.0 | alopecie , vomissement | 1.0 | progression | Xeloda | 17.0 | neuro | NaN | NaN | S | 35.0 | RADICALE | 1 | 0 | NaN | CCI | 20.0 | 0.0 | 2.0 | Saines | Negatif | negatif | NaN | NaN | NaN | TC | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN | 1.0 | Tamoxifene | 20.0 | RP | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 77.0 | 35.0 | 0 | (65.0, 72.0] |
| 3 | M | K | NaN | 53.0 | Mariee | Nador | 0 | 0 | 0 | 0.0 | NaN | NaN | 1.0 | 1.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 1 | 1 | 0 | 0 | 0 | 1 | NaN | 24.0 | 1.0 | 77.0 | 1.60 | 30.0 | 1.0 | D | NaN | NaN | 4.0 | 0.0 | 2.0 | NaN | QSI Sein D | 0.0 | 5.0 | 0.0 | 0 | 34.80 | 1.0 | 1 | 1 | 1.0 | 1 | Multiples | 0 | 1 | avant | TRUCUT | CCI | 2.0 | NaN | Negatif | 100.0 | 100.0 | NaN | positif | 0.0 | sein inflammatoire | 4AC60 4PACLI | 8.0 | mucite, alopecie , myalgie | 0.0 | NaN | NaN | NaN | NaN | NaN | T4N0 | RP | NaN | RADICALE | 1 | 0 | NaN | CCI | 30.0 | 4.0 | 1.0 | Saines | Positif | positif | 4.0 | 2.0 | 1.0 | TA | NC | 4.0 | 0.0 | 1.0 | ADJ | Sein D sus clav D | 25.0 | 50.0 | 1.0 | Tamoxifene | 20.0 | RP | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 66.0 | 54.0 | 0 | (51.0, 58.0] |
| 4 | A | T | 1283.0 | 46.0 | Divorcee | NaN | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 1 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | 0.0 | 75.0 | 1.68 | 26.6 | 1.0 | D | AX D | NaN | 4.0 | 1.0 | 2.0 | 1.0 | Sein D | NaN | 5.0 | 1.0 | 2 | 26.00 | 1.0 | 1 | 1 | 0.0 | 1 | Multiples | 1 | 1 | avant | TRUCUT | CCI | 2.0 | nombreux | Negatif | 70.0 | 70.0 | NaN | negatif | NaN | sein inflammatoire | 4AC604TXT | 8.0 | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | T4N0 | S | NaN | RADICALE | 1 | 0 | NaN | CCI | 60.0 | 0.0 | 1.0 | Saines | Positif | negatif | 4.0 | 1.0 | 0.0 | TB | NaN | 2.0 | 0.0 | 1.0 | ADJ | Sein D sus clav D Ax d | 25.0 | 50.0 | 1.0 | Tamoxifene | 20.0 | RP | 0 | 1.0 | 0.0 | 1.0 | Sein G | Chimio 6 cures | 1.0 | NaN | NaN | 45.0 | 19.0 | 0 | (44.0, 51.0] |
| 5 | H | D | NaN | 76.0 | Mariee | Nador | 1 | 1 | 0 | 0.0 | NaN | NaN | 8.0 | 8.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 1.0 | 25.0 | 1 | 0 | 1 | 0 | 0 | 0 | NaN | 24.0 | 1.0 | 63.0 | 1.57 | 25.0 | 1.0 | D | NaN | 70.0 | 4.0 | 0.0 | 2.0 | 1.0 | J QSI/QSE Sein D | 0.0 | 4.0 | 0.0 | 0 | 15.50 | 1.0 | 1 | 0 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 2.0 | nombreux | Positif | 0.0 | 10.0 | NaN | positif | NaN | sein inflammatoire | 3AC603Pacli | 6.0 | 0 | 0.0 | NaN | NaN | NaN | NaN | 30.0 | T4N0 | RP | NaN | RADICALE | 1 | 0 | NaN | CCI | 70.0 | 0.0 | 2.0 | Saines | Negatif | negatif | NaN | NaN | NaN | TA | NaN | 1.0 | 0.0 | 1.0 | ADJ | Sein D sus clav | 25.0 | 50.0 | 1.0 | Tamoxifene | 20.0 | RC | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 66.0 | 57.0 | 1 | (72.0, 79.0] |
| 6 | M | F | NaN | 65.0 | Mariee | Berkane | 0 | 0 | 0 | 1.0 | op | NaN | 4.0 | 4.0 | 1.0 | NaN | NaN | 0.0 | NaN | NaN | NaN | 1.0 | NaN | 1 | 1 | 1 | 0 | 0 | 1 | NaN | 48.0 | 3.0 | 50.0 | 1.46 | 23.4 | 1.0 | D | NaN | NaN | 4.0 | 2.0 | 2.0 | 1.0 | Sein G | NaN | 5.0 | 1.0 | NaN | NaN | 0.0 | 1 | 1 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 3.0 | nombreux | Negatif | 5.0 | 95.0 | NaN | negatif | 0.0 | sein inflammatoire | 3AC602TXT4PACLI | 9.0 | neutropenie , alopecie | 1.0 | progression | Xeloda 5 cycles | 5.0 | NaN | NaN | T4N2 | RP | 18.0 | RADICALE | 1 | 0 | NaN | CCI | 50.0 | 3.0 | 1.0 | Saines | Positif | NaN | 4.0 | 2.0 | 0.0 | TC | NC | NaN | 0.0 | 1.0 | ADJ | paroi sus clav | 25.0 | 50.0 | 1.0 | Tamoxifene | 20.0 | S | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 57.0 | 48.0 | 0 | (58.0, 65.0] |
| 7 | E | F | 1792.0 | 53.0 | Mariee | NaN | 0 | 0 | 0 | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | NaN | NaN | 0.0 | 1.0 | sein | 1.0 | 1.0 | 8.0 | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 2.0 | 0.0 | 90.0 | 1.62 | 34.0 | 1.0 | D | NaN | 50.0 | 3.0 | 1.0 | 0.0 | 1.0 | J QII/QIE Sein G | 0.0 | 5.0 | 0.0 | 0 | 50.69 | 1.0 | 1 | 1 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 2.0 | 15 | Positif | 0.0 | 0.0 | NaN | negatif | 1.0 | Conservation | 4AC604TXT | 8.0 | 0 | 0.0 | NaN | NaN | NaN | NaN | 30.0 | T3N1 | RP | NaN | CONSERVATRICE | 1 | 0 | NaN | CCI | 20.0 | 0.0 | 1.0 | Saines | Negatif | negatif | 3.0 | 0.0 | 0.0 | TC | NaN | 2.0 | 0.0 | 1.0 | ADJ | paroi sus clav | 25.0 | 50.0 | 0.0 | NaN | NaN | RP | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 61.0 | 49.0 | 0 | (51.0, 58.0] |
| 8 | Z | Z | NaN | 64.0 | Celibataire | NaN | 0 | 0 | 0 | 0.0 | NaN | NaN | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 1.0 | 15.0 | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 1.0 | 0.0 | 60.0 | 1.69 | 21.0 | 1.0 | D | NaN | 25.0 | 2.0 | 0.0 | 0.0 | 1.0 | QIE Sein G | 0.0 | 5.0 | 0.0 | 0 | 18.00 | 1.0 | 1 | 1 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | NaN | nombreux | Positif | 90.0 | 100.0 | NaN | negatif | NaN | Conservation | 4AC602PACLI | 6.0 | neuropathie | 0.0 | NaN | NaN | NaN | NaN | NaN | T3N0 | RP | NaN | CONSERVATRICE | 1 | 1 | RAIDEUR BRAS | CCI | 6.0 | 0.0 | 2.0 | Saines | Negatif | negatif | NaN | NaN | NaN | TB | NaN | 2.0 | 0.0 | 1.0 | ADJ | paroi boost | 25.0 | 50.0 | 1.0 | Tamoxifene | 20.0 | RP | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 48.0 | 41.0 | 0 | (58.0, 65.0] |
| 9 | B | K | 3196.0 | 39.0 | Mariee | Oujda | 0 | 0 | 0 | 1.0 | NaN | NaN | 2.0 | 2.0 | 1.0 | D | Tumerectomie | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 0 | 0 | 1 | 0 | 0 | 1 | NaN | 1.0 | 0.0 | 45.0 | 1.58 | 18.0 | 1.0 | D | NaN | NaN | 4.0 | 0.0 | 2.0 | 1.0 | Sein D | 0.0 | NaN | 1.0 | 1 | NaN | 0.0 | 1 | 1 | 0.0 | 0 | NaN | 0 | 0 | NaN | CHIRURGICALE | CCI | 1.0 | nombreux | Negatif | 15.0 | 100.0 | NaN | negatif | 0.0 | Galactophorite | 4AC604TXT | 8.0 | alopecie | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | RP | NaN | RADICALE | 1 | 0 | NaN | NaN | 0.0 | 0.0 | NaN | Saines | NaN | NaN | NaN | NaN | NaN | TA | NaN | NaN | 0.0 | 1.0 | ADJ | paroi | 25.0 | 50.0 | 0.0 | NaN | NaN | RC | 0 | 1.0 | 0.0 | 1.0 | Sein G | Chimio | NaN | NaN | 1.0 | 65.0 | 41.0 | 1 | (37.0, 44.0] |
Last rows
| Nom | Prenom | IP | Age | Statut Marital | Origine | ATCDs personnels ? Diabete | ATCDs personnels - HTAÿ | ATCDs personnels - Dyslipidemie | ATCDs personnels - Contraception | ATCDs personnels - Contraception - Typeÿ | ATCDs personnels - Contraception - Duree | ATCDs personnels - Parite | ATCDs personnels ? Gestite | ATCD personnels Cancer du sein | ATCD Cancer du sien - Localisation | Cancer du sein Traitement | ATCD Autres cancers | ATCDs familiaux de cancer | ATCDs familiaux de cancer - Localisation de la Tm | ATCDs familiaux de cancer - Degre de parite | Menopausee | Menopausee Depuis en annees | CDD-Nodules | CDD-Sx inflammatoires | CDD-Ecoulement mamelonaire | CDD-ADP | CDD- Depistage | CDD-DLR | Unnamed: 30 | Delai entre 1er symptome et le diagnostic par mois | Etat general OMS | Poids | Taille | IMC | Clinicial NB lesions S | Clinical Localisation SEIN | Clinical localisation ADP | Clinicial taille Tm par mm | Clinical TNM par T | Clinicaal TNM par N | Clinicial -PEV | Echo - Nombre de lsions | Echo - Localisation | Echo - Micro calcifications | Echo - ACR | Echo-ADP axillaires | Echo ADP axillaires NB | CA 15-3 initial U-ml | Bilan d extension Rx thorax echo hepatique | Extension TDM TAP | Examens Scintigraphie osseuse | TDM cerebrale | Metastases | Metastases - Uniques Multiples | Metastases viscerale | Metastases Osseuses | Metastases -Diagnostic des meta avant chirurgie -apres chirurgie | Type biopsie | Type histologique | SBR | Nombre de mitose 10 champ | HER 2 | RP% | RE% | ki67 | EV | trt HERceptin | ChimioTTT neo adjuvante -Indication | ChimioTTT neo adjuvante - Protocoles et doses | ChimioTTT neo adjuvante - Nbre cures recues | ChimioTTT neo adjuvante -Toxicites | Chimio 2eme ligne | Chimio - Indication | Chimio 2- Protocole et doses | Chimio 2 - Nbre cures recues | Chimio 2 - Toxicite | Chirurgie -Examen clinique avant chirurgie- Taille | TNM | Reponse a la chimio P/S/RP/ RC | Biologie pre operatoire - Ca 15-3 | chirurgie conservatrice- Radicale | chirurgie - Curage GG | Complication post op de la chirurgie | SI 1 precisez | Anapath piece type histo | anapath piece taille tm en mm | Anapath NB Gg envahis | Anapath piece SBR | Anapath piece marges d exrese | Anapath piece EV | Anapath piece EPN | Anapath piece pT | Anapath piece pN | Anapath piece pM | Score de Sataloff Sein | Score de Sataloff Gg | Score de chevalier | Chimio ADJ Ou I-0 | Rxttt | Rxttt indication | Rxttt site d irradiation | Rxttt Nb de seances | Rxttt dose | Hormonottt 1-0 | Hormonottt protocole | Hormonottt dose mg | Reponse au ttt | Evolution Perdue de vue | Vivant | Decede | Evolution Recidive | Recidive siege | Recidive trt | Recidive EVolution PDV | Recidive evolution deces ou 0 | Remissions ou en cours de trt | Survie globale par mois | Survie sans recidive | pCR | Age_bins | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | A | F | 183828.0 | 47.0 | NaN | Nador | 0 | 0 | 0 | 1.0 | NaN | 9.0 | 4.0 | 4.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 3.0 | 1.0 | 75.0 | 1.57 | 30.4 | 1.0 | G | NaN | 80.0 | 4.0 | 0.0 | 2.0 | NaN | QI Sein G | NaN | 5.0 | 1.0 | 1 | NaN | 0.0 | 1 | 0 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 2.0 | NaN | Negatif | 100.0 | 40.0 | 40.0 | NaN | 0.0 | Sein inflammatoire | 4AC604TXT | 8.0 | 0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | RP | NaN | CONSERVATRICE | 1 | 0 | NaN | CCI | NaN | 0.0 | 2.0 | Saines | NaN | NaN | NaN | NaN | NaN | TC | NB | NaN | 0.0 | 1.0 | ADJ | paroisus clav | 15.0 | 42.0 | 1.0 | Tamoxifene | 20.0 | RP | 0 | 1.0 | 0.0 | 1.0 | LOCALE | NaN | NaN | NaN | NaN | 22.0 | 8.0 | 0 | (44.0, 51.0] |
| 136 | B | F | 170630.0 | 58.0 | Mariee | Nador | 0 | 0 | 0 | 1.0 | NaN | NaN | 2.0 | 2.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 1.0 | 3.0 | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 2.0 | 0.0 | 60.0 | 1.50 | 26.7 | 1.0 | D | NaN | NaN | 4.0 | 0.0 | 2.0 | NaN | Sein D | NaN | NaN | 0.0 | 0 | NaN | 0.0 | 1 | 1 | 0.0 | 1 | multiples | 0 | 1 | avant | CHIRURGICALE | CINOS | NaN | 20 | Negatif | 0.0 | 0.0 | NaN | negatif | 0.0 | Sein inflammatoire | 4AC604TXT | 8.0 | anemie, cutane | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | S | NaN | RADICALE | 1 | 0 | NaN | Carcinome peu diff | 180.0 | 0.0 | 3.0 | Saines | NaN | NaN | NaN | NaN | NaN | TD | NB | NaN | 0.0 | 1.0 | ADJ | paroisus clav | 15.0 | 42.0 | 0.0 | NaN | NaN | P | 0 | 1.0 | 0.0 | 1.0 | Sein controlat | NaN | NaN | NaN | NaN | 15.0 | 9.0 | 0 | (51.0, 58.0] |
| 137 | K | S | 190087.0 | 38.0 | Mariee | Nador | 0 | 0 | 0 | 1.0 | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 6.0 | 1.0 | NaN | NaN | NaN | 1.0 | D | NaN | NaN | 4.0 | 1.0 | 2.0 | NaN | QIE Sein D | NaN | NaN | 1.0 | NaN | NaN | 1.0 | 1 | 0 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | NaN | nombreux | Negatif | 20.0 | 70.0 | NaN | NaN | 0.0 | Sein inflammatoire | 3AC603TXT | 6.0 | 0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | RP | NaN | RADICALE | 1 | 0 | NaN | CCI | 20.0 | 8.0 | 2.0 | Saines | Positif | negatif | NaN | NaN | NaN | TC | NC | NaN | 0.0 | 1.0 | ADJ | paroisus clav | 25.0 | 50.0 | 1.0 | Tamoxifene | 20.0 | RP | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 21.0 | 13.0 | 0 | (37.0, 44.0] |
| 138 | M | F | 187839.0 | 59.0 | Celibataire | Berkane | 0 | 0 | 0 | 0.0 | NaN | NaN | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 1.0 | COLON | 1.0 | 1.0 | 14.0 | 1 | 0 | 0 | 0 | 0 | 1 | NaN | 10.0 | 1.0 | 80.0 | 1.53 | 24.2 | 1.0 | D | NaN | 80.0 | 4.0 | 0.0 | 2.0 | NaN | QSE Sein D | NaN | NaN | 0.0 | 0 | 42.5 | 1.0 | 1 | 0 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 3.0 | NaN | Positif | 3.0 | 5.0 | 70.0 | NaN | 1.0 | Sein inflammatoire | 4AC604TXT | 8.0 | Mucite,alopecie,diarrhee | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | RP | NaN | RADICALE | 1 | 0 | NaN | CINOS | 50.0 | 0.0 | 3.0 | Saines | NaN | NaN | NaN | NaN | NaN | TC | NB | 3.0 | 0.0 | 1.0 | ADJ | paroisus clav | 15.0 | 42.0 | 0.0 | NaN | NaN | RP | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 22.0 | 12.0 | 0 | (58.0, 65.0] |
| 139 | Z | H | 186916.0 | 47.0 | Mariee | Oujda | 0 | 0 | 0 | 1.0 | NaN | 15.0 | NaN | NaN | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 1 | 0 | 0 | 0 | 0 | 1 | NaN | 3.0 | 0.0 | 75.0 | 1.56 | 30.8 | 1.0 | G | NaN | 50.0 | 4.0 | 0.0 | 2.0 | NaN | Sein G | 0.0 | 4.0 | 0.0 | NaN | NaN | 0.0 | 1 | 1 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 3.0 | nombreux | Positif | 50.0 | 30.0 | 40.0 | NaN | 1.0 | Sein inflammatoire | 4AC604TXT | 8.0 | Mucite | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | RP | NaN | RADICALE | 1 | 0 | NaN | NaN | 0.0 | 0.0 | NaN | Saines | Negatif | negatif | NaN | NaN | NaN | TA | NaN | NaN | 0.0 | 1.0 | ADJ | paroisus clav | 25.0 | 50.0 | 1.0 | Tamoxifene | 20.0 | RC | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 21.0 | 12.0 | 1 | (44.0, 51.0] |
| 140 | E | S | 177536.0 | 50.0 | Celibataire | Berkane | 0 | 0 | 0 | 0.0 | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 12.0 | 1.0 | NaN | NaN | NaN | 1.0 | G | NaN | NaN | 4.0 | 1.0 | 2.0 | NaN | Sein G | NaN | NaN | 1.0 | NaN | NaN | 1.0 | 1 | 1 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 3.0 | 30 | Negatif | 20.0 | 90.0 | NaN | positif | 0.0 | Sein inflammatoire | 3AC603TXT | 6.0 | alopecie,mucite | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | RP | NaN | CONSERVATRICE | 1 | 1 | LYMPHOCELE | NaN | 0.0 | 0.0 | NaN | Saines | NaN | NaN | NaN | NaN | NaN | TA | NaN | NaN | 0.0 | 1.0 | ADJ | paroisus clavboost | 15.0 | 42.0 | 1.0 | Tamoxifene | 20.0 | RC | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 22.0 | 16.0 | 1 | (44.0, 51.0] |
| 141 | B | H | 142738.0 | 48.0 | Mariee | Taourirt | 0 | 0 | 0 | 1.0 | NaN | 2.0 | 6.0 | 6.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 12.0 | 1.0 | NaN | NaN | NaN | 1.0 | D | NaN | 130.0 | 4.0 | 2.0 | 2.0 | NaN | Sein D totale | NaN | NaN | 1.0 | NaN | NaN | 0.0 | 1 | 1 | 0.0 | 1 | NaN | 0 | 1 | apres | TRUCUT | CCI | 2.0 | NaN | Positif | 0.0 | 100.0 | 50.0 | negatif | 1.0 | Sein inflammatoire | 4AC605TXT | 9.0 | 0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | S | NaN | RADICALE | 1 | 0 | NaN | CINOS | 45.0 | 7.0 | 2.0 | Saines | Positif | negatif | 2.0 | 2.0 | NaN | TC | NC | 3.0 | 0.0 | 1.0 | compression medu | NaN | 15.0 | 30.0 | 1.0 | Tamoxifene | 20.0 | P | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 23.0 | 13.0 | 0 | (44.0, 51.0] |
| 142 | T | F | 188302.0 | 66.0 | NaN | Taourirt | 0 | 1 | 0 | 0.0 | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 0 | 1 | 0 | 0 | 0 | 1 | NaN | NaN | 0.0 | NaN | NaN | NaN | 1.0 | D | NaN | 30.0 | 4.0 | 0.0 | 2.0 | NaN | QSI Sein D | NaN | NaN | 0.0 | NaN | NaN | 1.0 | 1 | 1 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 3.0 | 20 | Negatif | 0.0 | 8.0 | 60.0 | NaN | 0.0 | Sein inflammatoire | 4AC604TXT | 8.0 | 0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | S | NaN | RADICALE | 1 | 0 | NaN | Carcinome peu diff | 45.0 | 0.0 | 2.0 | Saines | NaN | NaN | 2.0 | 0.0 | NaN | TC | NB | NaN | 0.0 | 1.0 | ADJ | paroisus clav | 15.0 | 42.0 | 1.0 | Tamoxifene | 20.0 | RP | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 21.0 | 9.0 | 0 | (65.0, 72.0] |
| 143 | E | H | 257151.0 | 49.0 | Mariee | Nador | 0 | 0 | 0 | 1.0 | NaN | NaN | 2.0 | 2.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 2.0 | 1.0 | NaN | NaN | NaN | 2.0 | D,G | NaN | NaN | 4.0 | 2.0 | 2.0 | NaN | Sein D | NaN | 5.0 | 1.0 | plusieurs | NaN | 0.0 | 1 | 1 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 2.0 | nombreux | Negatif | 40.0 | 100.0 | NaN | positif | 0.0 | Sein inflammatoire | NaN | 6.0 | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | S | NaN | RADICALE | 1 | 0 | NaN | CCI | 20.0 | 8.0 | 2.0 | Saines | Negatif | negatif | 1.0 | 2.0 | NaN | TC | ND | 4.0 | 0.0 | 1.0 | ADJ | NaN | 15.0 | 42.0 | 1.0 | Tamoxifene | 20.0 | S | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 15.0 | 5.0 | 0 | (44.0, 51.0] |
| 144 | L | H | 227280.0 | 38.0 | Mariee | Nador | 0 | 0 | 0 | 1.0 | NaN | NaN | 6.0 | 6.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 1 | 1 | 1 | 0 | 0 | 0 | NaN | 3.0 | 1.0 | NaN | NaN | NaN | 1.0 | D | NaN | 50.0 | 4.0 | 0.0 | 2.0 | NaN | Sein D | NaN | NaN | 1.0 | NaN | NaN | 1.0 | 1 | 0 | 0.0 | 0 | NaN | 0 | 0 | NaN | TRUCUT | CCI | 2.0 | peu nombreuse | Negatif | 70.0 | 70.0 | NaN | NaN | 0.0 | Sein inflammatoire | NaN | 6.0 | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | S | NaN | RADICALE | 1 | 0 | NaN | CCI | 70.0 | 26.0 | 2.0 | Saines | Positif | negatif | 3.0 | 3.0 | NaN | TD | ND | 4.0 | 0.0 | 1.0 | ADJ | NaN | 25.0 | 50.0 | 1.0 | Tamoxifene | 20.0 | S | 0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 12.0 | 7.0 | 0 | (37.0, 44.0] |